joshparkerj · July 19, 2023 13:37
diff --git a/pick-some-stock.py b/pick-some-stock.py
 from numpy import random

 a = ["AAPL",
 "MSFT",
 "AMZN",
 "NVDA",
 "GOOGL",
 "TSLA",
 "GOOG",
 "META",
 "XOM",
 "UNH",
 "JNJ",
 "BRK.B",
 "JPM",
 "V",
 "PG",
 "MA",
 "HD",
 "LLY",
 "ABBV",
 "CVX",
 "MRK",
 "AVGO",
 "PEP",
 "KO",
 "PFE",
 "TMO",
 "COST",
 "MCD",
 "WMT",
 "BAC",
 "CSCO",
 "CRM",
 "DIS",
 "ACN",
 "ADBE",
 "ABT",
 "LIN",
 "TXN",
 "DHR",
 "CMCSA",
 "AMD",
 "NEE",
 "NFLX",
 "BRK.A",
 "NKE",
 "PM",
 "VZ",
 "BMY",
 "RTX",
 "QCOM",
 "WFC",
 "UPS",
 "ORCL",
 "T",
 "INTC",
 "AMGN",
 "HON",
 "BA",
 "UNP",
 "LOW",
 "COP",
 "LMT",
 "SBUX",
 "INTU",
 "IBM",
 "CAT",
 "PLD",
 "MS",
 "SPGI",
 "DE",
 "GS",
 "ELV",
 "MDT",
 "GE",
 "AMAT",
 "GILD",
 "BKNG",
 "ADI",
 "SYK",
 "CVS",
 "AMT",
 "MDLZ",
 "NOW",
 "ADP",
 "AXP",
 "BLK",
 "ISRG",
 "TMUS",
 "C",
 "TJX",
 "PYPL",
 "REGN",
 "PGR",
 "MMC",
 "VRTX",
 "SCHW",
 "CB",
 "MO",
 "TGT",
 "CI",
 "SO",
 "DUK",
 "BSX",
 "LRCX",
 "BDX",
 "SLB",
 "ZTS",
 "CME",
 "ETN",
 "EOG",
 "EQIX",
 "ITW",
 "WM",
 "MU",
 "FISV",
 "APD",
 "NOC",
 "CL",
 "BX",
 "CSX",
 "AON",
 "HUM",
 "UBER",
 "PANW",
 "ATVI",
 "MPC",
 "SNPS",
 "FCX",
 "ICE",
 "CCI",
 "MMM",
 "CDNS",
 "GD",
 "KLAC",
 "USB",
 "HCA",
 "ORLY",
 "SHW",
 "FDX",
 "VLO",
 "EL",
 "PNC",
 "GIS",
 "EW",
 "MRNA",
 "EMR",
 "F",
 "MCK",
 "GM",
 "APH",
 "NSC",
 "MSI",
 "MCO",
 "SRE",
 "CMG",
 "DG",
 "PSX",
 "AEP",
 "ROP",
 "D",
 "AZO",
 "MAR",
 "MCHP",
 "ABNB",
 "PXD",
 "KMB",
 "TFC",
 "PSA",
 "ADSK",
 "DXCM",
 "LULU",
 "FTNT",
 "ADM",
 "PH",
 "CTVA",
 "MSCI",
 "ECL",
 "SNOW",
 "TT",
 "O",
 "WDAY",
 "EXC",
 "TEL",
 "IDXX",
 "JCI",
 "A",
 "AJG",
 "BIIB",
 "CTAS",
 "TRV",
 "OXY",
 "NUE",
 "MNST",
 "SYY",
 "NEM",
 "DOW",
 "ANET",
 "LNG",
 "PCAR",
 "TDG",
 "CARR",
 "HLT",
 "HSY",
 "LHX",
 "PAYX",
 "SQ",
 "AIG",
 "XEL",
 "YUM",
 "MRVL",
 "IQV",
 "ILMN",
 "HES",
 "COF",
 "SPG",
 "ROST",
 "WMB",
 "PCG",
 "WCN",
 "AFL",
 "ON",
 "STZ",
 "WELL",
 "OTIS",
 "BK",
 "CNC",
 "ED",
 "KKR",
 "MTD",
 "CMI",
 "ODFL",
 "ROK",
 "MET",
 "KMI",
 "AME",
 "DVN",
 "EA",
 "WBD",
 "CHTR",
 "VICI",
 "AMP",
 "CPRT",
 "FIS",
 "RMD",
 "KR",
 "PPG",
 "PEG",
 "GWW",
 "CTSH",
 "KHC",
 "FAST",
 "APTV",
 "PRU",
 "DHI",
 "DLTR",
 "VRSK",
 "CRWD",
 "WEC",
 "GEHC",
 "KDP",
 "DD",
 "VMW",
 "BKR",
 "ALL",
 "ANSS",
 "KEYS",
 "ENPH",
 "DLR",
 "OKE",
 "SGEN",
 "AWK",
 "SBAC",
 "CSGP",
 "RSG",
 "FERG",
 "ULTA",
 "GPN",
 "ABC",
 "URI",
 "ES",
 "TTD",
 "ZBH",
 "EIX",
 "GLW",
 "LEN",
 "CDW",
 "HPQ",
 "ALB",
 "VEEV",
 "DFS",
 "TSCO",
 "HAL",
 "TEAM",
 "WST",
 "CEG",
 "WBA",
 "TROW",
 "APO",
 "WTW",
 "HZNP",
 "ALNY",
 "EFX",
 "FANG",
 "ALGN",
 "STT",
 "LYB",
 "IT",
 "FTV",
 "PWR",
 "ACGL",
 "EBAY",
 "IR",
 "GPC",
 "AVB",
 "IFF",
 "VMC",
 "ETR",
 "MPWR",
 "DAL",
 "AEE",
 "PODD",
 "WY",
 "MLM",
 "FSLR",
 "HIG",
 "CBRE",
 "EXR",
 "FE",
 "ARE",
 "EQR",
 "CHD",
 "NDAQ",
 "DOV",
 "TDY",
 "MKC",
 "HPE",
 "PPL",
 "BAX",
 "LH",
 "TTWO",
 "HUBS",
 "MTB",
 "BF.B",
 "HOLX",
 "LVS",
 "CLX",
 "CAH",
 "LUV",
 "OMC",
 "DDOG",
 "INVH",
 "STE",
 "DRI",
 "XYL",
 "STLD",
 "VRSN",
 "SWKS",
 "CNP",
 "COO",
 "WAT",
 "CTRA",
 "DASH",
 "FITB",
 "RJF",
 "BMRN",
 "PFG",
 "DTE",
 "CAG",
 "CMS",
 "CINF",
 "MAA",
 "EXPD",
 "NTRS",
 "SUI",
 "IEX",
 "RF",
 "VTR",
 "BALL",
 "WAB",
 "BR",
 "NVR",
 "K",
 "TSN",
 "PKI",
 "FICO",
 "NET",
 "TER",
 "TRGP",
 "EPAM",
 "ZBRA",
 "WPC",
 "MKL",
 "PINS",
 "RBLX",
 "HBAN",
 "ATO",
 "AES",
 "SJM",
 "LPLA",
 "FDS",
 "DGX",
 "HWM",
 "SPLK",
 "PAYC",
 "BBY",
 "MOH",
 "GRMN",
 "MOS",
 "ZM",
 "IRM",
 "FMC",
 "MDB",
 "LKQ",
 "RS",
 "MRO",
 "LW",
 "J",
 "TYL",
 "FLT",
 "MKTX",
 "CFG",
 "FWONK",
 "JBHT",
 "TXT",
 "AVY",
 "UAL",
 "AXON",
 "PLTR",
 "EXPE",
 "IPG",
 "BG",
 "CBOE",
 "CF",
 "RCL",
 "EVRG",
 "RE",
 "ETSY",
 "NTAP",
 "INCY",
 "PTC",
 "RPRX",
 "AVTR",
 "UDR",
 "ESS",
 "MGM",
 "LNT",
 "BURL",
 "OKTA",
 "PHM",
 "LSCC",
 "SNA",
 "BLDR",
 "HUBB",
 "ARES",
 "BRO",
 "GLPI",
 "STX",
 "TRMB",
 "SYF",
 "POOL",
 "IP",
 "LDOS",
 "PKG",
 "WRB",
 "AKAM",
 "BAH",
 "ENTG",
 "GGG",
 "SSNC",
 "EXAS",
 "KIM",
 "WDC",
 "PEAK",
 "TRU",
 "GDDY",
 "SWK",
 "TFX",
 "DECK",
 "HST",
 "DOCU",
 "DPZ",
 "TECH",
 "KEY",
 "VTRS",
 "TTC",
 "TWLO",
 "L",
 "CHRW",
 "CSL",
 "NI",
 "BWA",
 "SRPT",
 "NDSN",
 "LYV",
 "RPM",
 "ELS",
 "CTLT",
 "APA",
 "MAS",
 "CPT",
 "JBL",
 "SNAP",
 "JNPR",
 "LSI",
 "ACM",
 "REXR",
 "JKHY",
 "HRL",
 "PARA",
 "FIVE",
 "WYNN",
 "MTCH",
 "HSIC",
 "CDAY",
 "CPB",
 "CE",
 "RIVN",
 "WSO",
 "REG",
 "TPL",
 "CUBE",
 "UTHR",
 "EQT",
 "WTRG",
 "CRL",
 "BJ",
 "TPR",
 "CCL",
 "KMX",
 "QRVO",
 "FOXA",
 "ZS",
 "PEN",
 "HEI.A",
 "EMN",
 "SCI",
 "BIO",
 "CZR",
 "COIN",
 "CCK",
 "FND",
 "FCNCA",
 "LBRDK",
 "NBIX",
 "LECO",
 "CHK",
 "MANH",
 "WSC",
 "AAL",
 "GL",
 "VST",
 "FHN",
 "BSY",
 "CLF",
 "NLY",
 "MTN",
 "PFGC",
 "ALLE",
 "DAR",
 "ARMK",
 "GEN",
 "TAP",
 "DELL",
 "ROL",
 "EQH",
 "DT",
 "RRX",
 "PNR",
 "FNF",
 "PNW",
 "OVV",
 "RGEN",
 "AMH",
 "RGA",
 "AFG",
 "TW",
 "FFIV",
 "RNR",
 "JAZZ",
 "MASI",
 "LAMR",
 "OC",
 "KNX",
 "CHDN",
 "AOS",
 "AGCO",
 "RGLD",
 "U",
 "ZI",
 "G",
 "XRAY",
 "PCTY",
 "HII",
 "LEA",
 "RHI",
 "BILL",
 "CGNX",
 "BRKR",
 "WSM",
 "BEN",
 "BKI",
 "WOLF",
 "ROKU",
 "IBKR",
 "DKS",
 "CASY",
 "FRT",
 "LII",
 "WEX",
 "VFC",
 "NNN",
 "CHE",
 "DCI",
 "BBWI",
 "CG",
 "MIDD",
 "WCC",
 "NRG",
 "SWAV",
 "CIEN",
 "GPK",
 "EWBC",
 "TTEK",
 "WRK",
 "EME",
 "UHS",
 "ATR",
 "COLD",
 "BXP",
 "ST",
 "AA",
 "OGE",
 "FBIN",
 "KBR",
 "IVZ",
 "USFD",
 "DKNG",
 "CROX",
 "HR",
 "PSTG",
 "CLH",
 "OLN",
 "UGI",
 "DINO",
 "ARW",
 "NOV",
 "TXRH",
 "SAIA",
 "AAP",
 "EGP",
 "WHR",
 "NVT",
 "ITT",
 "HAS",
 "FR",
 "IRDM",
 "HEI",
 "CACI",
 "SEIC",
 "VOYA",
 "JLL",
 "NATI",
 "ALLY",
 "WBS",
 "ORI",
 "PLUG",
 "Z",
 "VMI",
 "INSP",
 "BERY",
 "RBC",
 "CW",
 "GWRE",
 "AXTA",
 "GNRC",
 "NVST",
 "AZPN",
 "LFUS",
 "UNM",
 "SEE",
 "NWSA",
 "OLED",
 "BLD",
 "KNSL",
 "ACHC",
 "GNTX",
 "CBSH",
 "MAT",
 "PLNT",
 "BRX",
 "TPX",
 "LSTR",
 "OHI",
 "APLS",
 "SKX",
 "INGR",
 "FCN",
 "PRI",
 "AIZ",
 "NVCR",
 "TOL",
 "EXEL",
 "LAD",
 "MDU",
 "ADC",
 "NXST",
 "WMS",
 "SITE",
 "AR",
 "CFR",
 "NYT",
 "THC",
 "RRC",
 "AQUA",
 "STAG",
 "CRUS",
 "VVV",
 "PII",
 "GXO",
 "SF",
 "OGN",
 "NTNX",
 "SMAR",
 "GME",
 "SON",
 "HOOD",
 "CPRI",
 "MKSI",
 "ERIE",
 "SAIC",
 "WH",
 "AYI",
 "NYCB",
 "BC",
 "NTRA",
 "DXC",
 "WWD",
 "AGNC",
 "BWXT",
 "HXL",
 "SIGI",
 "RLI",
 "CMC",
 "CMA",
 "PDCE",
 "DBX",
 "NCLH",
 "PVH",
 "TOST",
 "LNW",
 "FYBR",
 "LNTH",
 "SRC",
 "ATKR",
 "MTZ",
 "UNVR",
 "SPSC",
 "RMBS",
 "SWN",
 "WING",
 "AIT",
 "CIVI",
 "IDA",
 "MUR",
 "FAF",
 "OSK",
 "AIRC",
 "CR",
 "MHK",
 "EHC",
 "SSB",
 "NOVT",
 "CHX",
 "MTDR",
 "KRTX",
 "TENB",
 "PATH",
 "HRB",
 "ALK",
 "TREX",
 "GTLS",
 "PB",
 "TKR",
 "X",
 "SLAB",
 "CHRD",
 "NFG",
 "EEFT",
 "TRNO",
 "EXP",
 "FIX",
 "STWD",
 "MORN",
 "OSH",
 "HALO",
 "NJR",
 "TXG",
 "OPCH",
 "FOXF",
 "LCID",
 "EXLS",
 "AMG",
 "ATI",
 "DLB",
 "ASO",
 "FIVN",
 "CNXC",
 "ENSG",
 "JEF",
 "EXPO",
 "AN",
 "MUSA",
 "PBF",
 "UHAL.B",
 "H",
 "ASH",
 "HOG",
 "HUN",
 "MSA",
 "HQY",
 "OWL",
 "FLO",
 "MPW",
 "AGL",
 "RYN",
 "SMCI",
 "IONS",
 "NSIT",
 "PRGO",
 "POWI",
 "WK",
 "DTM",
 "MMS",
 "POST",
 "PCOR",
 "UBSI",
 "M",
 "RHP",
 "BYD",
 "SSD",
 "GBCI",
 "UFPI",
 "ABG",
 "ALKS",
 "NWL",
 "ITCI",
 "WTS",
 "KRG",
 "SNX",
 "BRBR",
 "VAC",
 "SOFI",
 "PENN",
 "COHR",
 "OMF",
 "ELAN",
 "COLB",
 "ZION",
 "BFAM",
 "QDEL",
 "CC",
 "WTFC",
 "FLS",
 "SLGN",
 "ESTC",
 "VC",
 "HLI",
 "GMED",
 "FLR",
 "RIG",
 "OGS",
 "MEDP",
 "SYNA",
 "NSP",
 "ACLS",
 "POR",
 "ONTO",
 "FN",
 "QLYS",
 "FFIN",
 "VRT",
 "CBT",
 "RL",
 "AJRD",
 "ORA",
 "LSXMK",
 "SNV",
 "VNT",
 "NE",
 "ONB",
 "RH",
 "MMSI",
 "WFRD",
 "APG",
 "HE",
 "ESI",
 "CWST",
 "KEX",
 "FNB",
 "PNM",
 "SWX",
 "MAN",
 "HAE",
 "BKH",
 "ELF",
 "WU",
 "ALSN",
 "AXS",
 "DEN",
 "NEWR",
 "AL",
 "AVT",
 "BPOP",
 "THG",
 "AAON",
 "COTY",
 "ESNT",
 "RUN",
 "TDC",
 "FOX",
 "CABO",
 "SKY",
 "IAC",
 "BCPC",
 "MTH",
 "THO",
 "DVA",
 "SRCL",
 "LEG",
 "DUOL",
 "PNFP",
 "DIOD",
 "IART",
 "VLY",
 "HOMB",
 "MLI",
 "SMPL",
 "WWE",
 "PCH",
 "TMHC",
 "R",
 "WMG",
 "ASGN",
 "LANC",
 "MTG",
 "LTHM",
 "GATX",
 "PINC",
 "CAR",
 "HGV",
 "PECO",
 "SHLS",
 "FOUR",
 "EPRT",
 "OZK",
 "LNC",
 "TDOC",
 "KRC",
 "RITM",
 "CADE",
 "MGY",
 "ALTR",
 "MSM",
 "TGNA",
 "RXDX",
 "ALGM",
 "ICUI",
 "MTSI",
 "CHH",
 "AVNT",
 "BDC",
 "WEN",
 "SFM",
 "FL",
 "WAL",
 "FELE",
 "WLK",
 "ALE",
 "FUL",
 "BLKB",
 "SYNH",
 "AEIS",
 "HL",
 "BOX",
 "SPR",
 "BL",
 "MAXR",
 "NSA",
 "OLLI",
 "NEOG",
 "IRT",
 "EVR",
 "PTCT",
 "BMI",
 "TRTN",
 "IPGP",
 "ENS",
 "IRTC",
 "LAZ",
 "CELH",
 "LOPE",
 "FCFS",
 "JHG",
 "PTON",
 "MDGL",
 "LITE",
 "OI",
 "LPX",
 "SR",
 "XPO",
 "ZD",
 "KMPR",
 "DOC",
 "JBT",
 "RDN",
 "DOCS",
 "NWE",
 "YETI",
 "AYX",
 "SM",
 "BE",
 "AMN",
 "MSGS",
 "FHI",
 "RYAN",
 "SANM",
 "SUM",
 "WTM",
 "ESAB",
 "HP",
 "KD",
 "SIG",
 "CHWY",
 "S",
 "TWNK",
 "ISEE",
 "BF.A",
 "ALIT",
 "FSS",
 "AWR",
 "AM",
 "ENV",
 "DV",
 "CUZ",
 "AWI",
 "AI",
 "SXT",
 "WIRE",
 "APLE",
 "CWT",
 "AVA",
 "BNL",
 "CNMD",
 "CYTK",
 "BTU",
 "ARRY",
 "GT",
 "EDR",
 "NTLA",
 "FOLD",
 "PBH",
 "JXN",
 "TEX",
 "NCR",
 "STAA",
 "AGR",
 "AZTA",
 "ROG",
 "UCBI",
 "DNB",
 "GPI",
 "ACA",
 "KBH",
 "ACIW",
 "SPXC",
 "SAM",
 "FRPT",
 "LYFT",
 "LXP",
 "PI",
 "CALX",
 "OTTR",
 "ZWS",
 "MP",
 "MODG",
 "SLM",
 "BHF",
 "HRI",
 "ABM",
 "HI",
 "HWC",
 "CFLT",
 "EVH",
 "BCO",
 "AEL",
 "PAG",
 "SMG",
 "BXMT",
 "VSH",
 "TNET",
 "MOG.A",
 "TNL",
 "BECN",
 "EPR",
 "FWRD",
 "AGO",
 "CHPT",
 "AMBA",
 "INDB",
 "AZEK",
 "PD",
 "THS",
 "CRC",
 "MRCY",
 "CBU",
 "MGEE",
 "COLM",
 "MSTR",
 "CACC",
 "ACI",
 "AIN",
 "VSCO",
 "SPT",
 "CCOI",
 "LUMN",
 "KFY",
 "SPB",
 "PLXS",
 "AXNX",
 "BPMC",
 "CERT",
 "KTB",
 "RARE",
 "SFBS",
 "OFC",
 "KWR",
 "UNF",
 "VRNS",
 "SBRA",
 "GTLB",
 "LCII",
 "VNO",
 "RVNC",
 "NARI",
 "SEM",
 "DY",
 "FHB",
 "CVCO",
 "RNG",
 "TNDM",
 "OMCL",
 "WHD",
 "AUB",
 "ARWR",
 "ENOV",
 "PK",
 "CRI",
 "ARNC",
 "FLYW",
 "HUBG",
 "HASI",
 "KSS",
 "FRC",
 "HHC",
 "AMC",
 "CNX",
 "WERN",
 "RPD",
 "IBP",
 "CWEN",
 "ITGR",
 "ASB",
 "FOCS",
 "TPH",
 "COOP",
 "AMKR",
 "REZI",
 "IOSP",
 "NGVT",
 "APP",
 "PACB",
 "VRRM",
 "CVLT",
 "SHOO",
 "CBRL",
 "PCVX",
 "ETRN",
 "ITRI",
 "PRFT",
 "PTEN",
 "SONO",
 "BCC",
 "MXL",
 "FIBK",
 "IPAR",
 "PRGS",
 "GNW",
 "ENR",
 "NEU",
 "GO",
 "EXTR",
 "DOCN",
 "ESE",
 "COKE",
 "MC",
 "VSAT",
 "FORM",
 "RETA",
 "HIW",
 "VIAV",
 "KAI",
 "FRSH",
 "W",
 "WDFC",
 "CNO",
 "ABCB",
 "OUT",
 "GMS",
 "ESGR",
 "IBOC",
 "AMED",
 "SGRY",
 "PGNY",
 "CATY",
 "ALRM",
 "MTRN",
 "GPS",
 "HLNE",
 "MAC",
 "FTAI",
 "TCBI",
 "CBZ",
 "BRC",
 "JBLU",
 "PIPR",
 "DNLI",
 "PRMW",
 "PZZA",
 "PDCO",
 "VRNT",
 "INSM",
 "VIR",
 "DISH",
 "WSFS",
 "SIRI",
 "FULT",
 "APPF",
 "FCPT",
 "RUSHA",
 "DORM",
 "ARCH",
 "TMDX",
 "GH",
 "RXO",
 "ACAD",
 "BOOT",
 "CALM",
 "HELE",
 "PPBI",
 "MGRC",
 "GKOS",
 "FTDR",
 "AEO",
 "WD",
 "LGIH",
 "MDC",
 "AFRM",
 "MQ",
 "UMBF",
 "IOT",
 "BLMN",
 "KMT",
 "CVBF",
 "RRR",
 "SITC",
 "AVAV",
 "EVTC",
 "MWA",
 "SCL",
 "ADT",
 "GHC",
 "CRS",
 "IDCC",
 "NPO",
 "CPK",
 "NUVA",
 "EQC",
 "SEAS",
 "CSWI",
 "ARCB",
 "AXSM",
 "RVMD",
 "MATX",
 "SITM",
 "AMR",
 "SAGE",
 "HLIO",
 "PR",
 "YOU",
 "NHI",
 "IIPR",
 "SFNC",
 "SJW",
 "AX",
 "HTZ",
 "NEO",
 "FBP",
 "BOH",
 "EPC",
 "SHAK",
 "ICFI",
 "LSXMA",
 "APAM",
 "CPE",
 "DEI",
 "SHO",
 "BEAM",
 "TRIP",
 "YELP",
 "LBRT",
 "NWS",
 "DOOR",
 "NOG",
 "THRM",
 "TDW",
 "EBC",
 "PEGA",
 "PRVB",
 "SBCF",
 "MYRG",
 "BOKF",
 "CORT",
 "XM",
 "TRN",
 "STRA",
 "WAFD",
 "TGTX",
 "MTX",
 "FSLY",
 "FFBC",
 "CHGG",
 "ODP",
 "FRME",
 "SKT",
 "CTRE",
 "KW",
 "DAN",
 "B",
 "NTCT",
 "WOR",
 "MRTX",
 "LESL",
 "HCP",
 "DBRG",
 "BMBL",
 "HCC",
 "RLAY",
 "QS",
 "SIX",
 "ALG",
 "PSN",
 "SAVE",
 "NMIH",
 "SUPN",
 "ABR",
 "BBIO",
 "BANR",
 "NUS",
 "NFE",
 "INSW",
 "HBI",
 "APPN",
 "ATRC",
 "CCS",
 "CARG",
 "SNEX",
 "JACK",
 "GVA",
 "UAA",
 "MYGN",
 "AIR",
 "PCRX",
 "DRVN",
 "PSMT",
 "TPG",
 "PEB",
 "SHC",
 "OII",
 "ENVX",
 "ZG",
 "VIRT",
 "KRYS",
 "MHO",
 "GPRE",
 "TOWN",
 "RELY",
 "PRK",
 "VRTV",
 "WSBC",
 "STR",
 "COHU",
 "ADUS",
 "JBGS",
 "JJSF",
 "KTOS",
 "DRH",
 "CLDX",
 "BGCP",
 "SSTK",
 "BKU",
 "UE",
 "EAT",
 "WGO",
 "SBH",
 "MIR",
 "XNCR",
 "NWN",
 "XRX",
 "ATGE",
 "TROX",
 "SLVM",
 "CWK",
 "AGYS",
 "LNN",
 "LAUR",
 "URBN",
 "ROIC",
 "NCNO",
 "SVC",
 "TVTX",
 "CPRX",
 "PYCR",
 "DNA",
 "CRVL",
 "RLJ",
 "RNST",
 "WLY",
 "CAKE",
 "IBTX",
 "FWONA",
 "PHR",
 "ASAN",
 "EMBC",
 "AKRO",
 "GOLF",
 "LRN",
 "HLIT",
 "CNK",
 "HURN",
 "VCYT",
 "DK",
 "UA",
 "CSGS",
 "VGR",
 "TALO",
 "CNM",
 "PJT",
 "AMRC",
 "PARR",
 "LEVI",
 "TRUP",
 "OXM",
 "NEX",
 "EFSC",
 "FGEN",
 "PRVA",
 "UNFI",
 "HLF",
 "VSTO",
 "MRVI",
 "ELME",
 "ACVA",
 "BRP",
 "JWN",
 "RCM",
 "NAVI",
 "CNS",
 "GFF",
 "AMLX",
 "BCRX",
 "MSGE",
 "OSIS",
 "MNRO",
 "AMEH",
 "KN",
 "MLKN",
 "GEF",
 "SMTC",
 "PAYO",
 "EVRI",
 "HAIN",
 "CERE",
 "NWBI",
 "CENTA",
 "NOVA",
 "CEIX",
 "GTY",
 "ATSG",
 "SLG",
 "LKFN",
 "BFH",
 "MEI",
 "RIOT",
 "INT",
 "BANF",
 "IVT",
 "CTS",
 "CNNE",
 "ROCK",
 "XHR",
 "KAR",
 "EYE",
 "PATK",
 "LAZR",
 "SXI",
 "NVEE",
 "AROC",
 "INFN",
 "LTC",
 "EPAC",
 "SYBT",
 "REYN",
 "PRAA",
 "ALGT",
 "VKTX",
 "UCTT",
 "PGTI",
 "ZETA",
 "PLAY",
 "TWO",
 "SILK",
 "SQSP",
 "SABR",
 "CMP",
 "XPEL",
 "TBBK",
 "CCCS",
 "SDGR",
 "VCEL",
 "AVNS",
 "HTLF",
 "EVBG",
 "CMTG",
 "IRWD",
 "MSEX",
 "GTES",
 "NBTB",
 "ALEX",
 "HAYW",
 "PFS",
 "HMN",
 "WMK",
 "SNDX",
 "HEES",
 "FBNC",
 "ANF",
 "AMPH",
 "TRMK",
 "MDRX",
 "QTWO",
 "UPWK",
 "LBRDA",
 "RAMP",
 "PDFS",
 "HTH",
 "PFSI",
 "DDD",
 "JOE",
 "GNL",
 "BATRK",
 "AKR",
 "PLUS",
 "PLRX",
 "ENVA",
 "ANDE",
 "ARI",
 "PLMR",
 "HLMN",
 "PRIM",
 "VRTS",
 "CIM",
 "JAMF",
 "BROS",
 "STEP",
 "FROG",
 "LEN.B",
 "CXM",
 "LGF.B",
 "BRZE",
 "WWW",
 "MGPI",
 "IMKTA",
 "USPH",
 "CHCO",
 "AGIO",
 "TNC",
 "VRE",
 "COMM",
 "NBHC",
 "KDNY",
 "LZB",
 "DEA",
 "TCBK",
 "KFRC",
 "SUMO",
 "NSSC",
 "TTMI",
 "ZUO",
 "ARVN",
 "UVV",
 "VTYX",
 "ETWO",
 "FIZZ",
 "DNOW",
 "RDNT",
 "NVRO",
 "FCF",
 "JOBY",
 "CARS",
 "DDS",
 "COUR",
 "TFIN",
 "SPWR",
 "SWTX",
 "CWAN",
 "MODN",
 "DVAX",
 "KALU",
 "MRTN",
 "MGNI",
 "OFG",
 "HIMS",
 "MNTV",
 "LGND",
 "MATV",
 "MD",
 "AGM",
 "CHEF",
 "CODI",
 "PACW",
 "CDMO",
 "ERII",
 "STBA",
 "APPS",
 "DO",
 "FCEL",
 "MBUU",
 "TRS",
 "FDP",
 "KYMR",
 "DGII",
 "SNDR",
 "CASH",
 "PRG",
 "MOD",
 "ADPT",
 "IRBT",
 "EIG",
 "WABC",
 "PRO",
 "MED",
 "SKYW",
 "RADI",
 "ECPG",
 "CYRX",
 "HLX",
 "MORF",
 "HOPE",
 "BGS",
 "TA",
 "WNC",
 "ADTN",
 "PWSC",
 "AIV",
 "SASR",
 "UPST",
 "PMT",
 "NBR",
 "STC",
 "HNI",
 "NNI",
 "VECO",
 "UPBD",
 "STRL",
 "FBK",
 "SKIN",
 "ATEN",
 "NXT",
 "GSHD",
 "LADR",
 "PTGX",
 "CRNC",
 "BKE",
 "RVLV",
 "HRMY",
 "MODV",
 "BUSE",
 "UEC",
 "UTZ",
 "TMCI",
 "CDE",
 "VICR",
 "ROAD",
 "BHLB",
 "OMI",
 "RKLB",
 "EGBN",
 "TDS",
 "RKT",
 "CRK",
 "AVID",
 "SAFT",
 "DNUT",
 "STEL",
 "MATW",
 "ESRT",
 "CWEN.A",
 "OCFC",
 "CRBG",
 "HCSG",
 "MBC",
 "CLB",
 "MNKD",
 "PLL",
 "PTLO",
 "DICE",
 "LMAT",
 "JELD",
 "PRCT",
 "ARR",
 "RC",
 "RCKT",
 "RGR",
 "CMCO",
 "MFA",
 "NTST",
 "DIN",
 "AVDX",
 "RYTM",
 "HSKA",
 "GBX",
 "ASIX",
 "PRA",
 "CXW",
 "SCHL",
 "ECVT",
 "SBSI",
 "AVTA",
 "FSR",
 "MCRI",
 "FBRT",
 "CVI",
 "PLAB",
 "AZZ",
 "GERN",
 "DRQ",
 "VRDN",
 "RNA",
 "EXPI",
 "MARA",
 "LBAI",
 "APOG",
 "SAVA",
 "MEG",
 "TTGT",
 "NXRT",
 "DFIN",
 "RDFN",
 "ACCD",
 "OBNK",
 "YEXT",
 "HPP",
 "AMSF",
 "VBTX",
 "ASTE",
 "EAF",
 "GABC",
 "CVNA",
 "BYND",
 "GEO",
 "ARGO",
 "GOGO",
 "IONQ",
 "AHCO",
 "NXGN",
 "UTL",
 "COMP",
 "OSTK",
 "NYMT",
 "SHEN",
 "NMRK",
 "MGI",
 "CHCT",
 "OPEN",
 "PLYM",
 "LZ",
 "PDM",
 "ATEC",
 "ICHR",
 "ETNB",
 "OM",
 "FORG",
 "BRKL",
 "GRBK",
 "MLAB",
 "UFPT",
 "PRLB",
 "ADEA",
 "PAR",
 "DCPH",
 "MCY",
 "IAS",
 "SEB",
 "CFFN",
 "EVA",
 "GDEN",
 "AMWD",
 "WRBY",
 "IMXI",
 "SLCA",
 "RCUS",
 "PRDO",
 "ARDX",
 "AXL",
 "GPOR",
 "IMGN",
 "AAT",
 "RTL",
 "UNIT",
 "CBAY",
 "PGRE",
 "BLFS",
 "UUUU",
 "GSAT",
 "NABL",
 "CWH",
 "THR",
 "ATRI",
 "SPCE",
 "STEM",
 "HWKN",
 "OSCR",
 "SPTN",
 "FLNC",
 "KROS",
 "ESTE",
 "RPT",
 "PPC",
 "CSR",
 "IOVA",
 "MMI",
 "TWST",
 "OLO",
 "BDN",
 "QNST",
 "ACLX",
 "IMVT",
 "SGH",
 "LOB",
 "NRC",
 "NHC",
 "REPL",
 "CCF",
 "KURA",
 "BHE",
 "CSII",
 "DCOM",
 "VCTR",
 "FIGS",
 "NIC",
 "SAH",
 "MYE",
 "BSIG",
 "CCRN",
 "ROCC",
 "CRNX",
 "COLL",
 "AEHR",
 "LTH",
 "TMST",
 "RYI",
 "MRC",
 "EFC",
 "SCSC",
 "WINA",
 "TMP",
 "GDOT",
 "SNCY",
 "RWT",
 "ZIP",
 "CRDO",
 "SCHN",
 "ENTA",
 "VERX",
 "LPRO",
 "HTLD",
 "HFWA",
 "SXC",
 "BMEA",
 "ACT",
 "PCT",
 "ATUS",
 "CTKB",
 "FA",
 "VTLE",
 "UMH",
 "CRSR",
 "SCS",
 "PL",
 "PFC",
 "RGNX",
 "ZNTL",
 "SAFE",
 "BFC",
 "CAL",
 "LC",
 "WT",
 "VREX",
 "NUVL",
 "CLNE",
 "RXRX",
 "INDI",
 "USNA",
 "BRSP",
 "SHYF",
 "AHH",
 "WOOF",
 "NX",
 "INTA",
 "SLP",
 "ARKO",
 "EQRX",
 "INN",
 "GTN",
 "PFBC",
 "SBGI",
 "TFSL",
 "INVA",
 "TTEC",
 "PUMP",
 "QCRH",
 "CLBK",
 "AMK",
 "AMBC",
 "EB",
 "TWKS",
 "ADMA",
 "JBSS",
 "KOP",
 "PLOW",
 "IDT",
 "LGF.A",
 "CRAI",
 "PEBO",
 "LMND",
 "EHAB",
 "DLX",
 "CMPR",
 "UDMY",
 "STGW",
 "FBMS",
 "COGT",
 "TGI",
 "SMP",
 "FRG",
 "HIBB",
 "MTTR",
 "CEVA",
 "RES",
 "DCGO",
 "HSTM",
 "AMTB",
 "DRS",
 "UVSP",
 "SPNT",
 "CNOB",
 "KIDS",
 "MCW",
 "SP",
 "CHS",
 "SG",
 "DX",
 "AMRK",
 "BOWL",
 "JBI",
 "RICK",
 "BJRI",
 "CHUY",
 "SIBN",
 "TR",
 "TRNS",
 "THRY",
 "NAPA",
 "KAMN",
 "ESMT",
 "DAWN",
 "YORW",
 "SNBR",
 "UFCS",
 "VTNR",
 "AVXL",
 "GIII",
 "IDYA",
 "ETD",
 "ME",
 "OSPN",
 "TELL",
 "BANC",
 "TITN",
 "TBPH",
 "OPK",
 "MIRM",
 "JRVR",
 "SATS",
 "AMPL",
 "INBX",
 "GPRO",
 "PNT",
 "CVT",
 "PBI",
 "CCSI",
 "HCAT",
 "DENN",
 "XMTR",
 "HCCI",
 "CLFD",
 "CIR",
 "HAYN",
 "CNDT",
 "DCO",
 "UHT",
 "FLGT",
 "OPI",
 "HZO",
 "VRAY",
 "AOSL",
 "OSBC",
 "CYH",
 "GDYN",
 "BRMK",
 "PROK",
 "HROW",
 "LWLG",
 "INFA",
 "SOVO",
 "NVAX",
 "BBSI",
 "BXC",
 "ROVR",
 "AVD",
 "XPOF",
 "CTBI",
 "VERV",
 "TRST",
 "AVPT",
 "HSII",
 "SSP",
 "NRDS",
 "CBL",
 "MTW",
 "CUBI",
 "CSTL",
 "OFIX",
 "GMRE",
 "PUBM",
 "HAFC",
 "KE",
 "SWBI",
 "WASH",
 "LAND",
 "CASS",
 "NVTS",
 "CLW",
 "LFST",
 "FNA",
 "TBI",
 "GRC",
 "BALY",
 "ALDX",
 "WOW",
 "KREF",
 "LXU",
 "DM",
 "HOUS",
 "RGP",
 "HSC",
 "ZYME",
 "ARCT",
 "EVGO",
 "HONE",
 "IIIV",
 "ARQT",
 "ALHC",
 "VTOL",
 "KELYA",
 "WTTR",
 "AGTI",
 "CNXN",
 "AUR",
 "MCRB",
 "GES",
 "RAPT",
 "BIGC",
 "TWI",
 "AMCX",
 "UHAL",
 "BKD",
 "TPIC",
 "FPI",
 "AMOT",
 "AGX",
 "ANIP",
 "AMWL",
 "EBF",
 "TWOU",
 "IIIN",
 "MCFT",
 "BFS",
 "VMEO",
 "ARLO",
 "ACMR",
 "BOC",
 "NTGR",
 "CENX",
 "RPAY",
 "CTIC",
 "OIS",
 "CHRS",
 "GOOD",
 "AORT",
 "NKLA",
 "NFBK",
 "FDMT",
 "CAC",
 "CERS",
 "UVE",
 "EDIT",
 "RUTH",
 "VPG",
 "GSBC",
 "ASPN",
 "ZEUS",
 "COCO",
 "KRNY",
 "EGY",
 "VSEC",
 "CLDT",
 "BY",
 "VZIO",
 "ACRS",
 "SRI",
 "CVGW",
 "MXCT",
 "UBA",
 "BRY",
 "HTBK",
 "ACEL",
 "DHIL",
 "ACCO",
 "FMBH",
 "BZH",
 "ICPT",
 "TSVT",
 "WTI",
 "ACRE",
 "AVO",
 "FATE",
 "PLCE",
 "EBS",
 "CDNA",
 "ALKT",
 "FARO",
 "NSTG",
 "CPF",
 "XPER",
 "NWLI",
 "ORGN",
 "CATC",
 "FC",
 "FMNB",
 "CRMT",
 "ARTNA",
 "MNTK",
 "MSBI",
 "SD",
 "ATNI",
 "HVT",
 "TRTX",
 "TILE",
 "PGC",
 "EGHT",
 "HA",
 "REX",
 "HCKT",
 "RILY",
 "MVIS",
 "GCO",
 "MGNX",
 "BLNK",
 "DBI",
 "LASR",
 "GDRX",
 "CRGY",
 "MBWM",
 "ATEX",
 "EGLE",
 "VTS",
 "MBI",
 "WSR",
 "EZPW",
 "DXPE",
 "IVR",
 "MOV",
 "CCO",
 "IHRT",
 "KBAL",
 "SHCR",
 "HY",
 "VVX",
 "DOMO",
 "SOUN",
 "ANIK",
 "ORC",
 "CTOS",
 "SCVL",
 "SWI",
 "CPSI",
 "OSUR",
 "CUTR",
 "AGEN",
 "FFIC",
 "OLPX",
 "PX",
 "HBNC",
 "RMR",
 "VVI",
 "BFST",
 "BOOM",
 "MITK",
 "EE",
 "CFB",
 "OCUL",
 "CSV",
 "AMSWA",
 "ANAB",
 "NVEC",
 "NRIX",
 "KPTI",
 "ALX",
 "LOVE",
 "MBIN",
 "SFIX",
 "CENT",
 "TRC",
 "EWCZ",
 "UWMC",
 "CCNE",
 "ANGO",
 "ALEC",
 "CECO",
 "MLR",
 "TH",
 "THFF",
 "HTBI",
 "PNTG",
 "NPK",
 "ACHR",
 "RYAM",
 "LEU",
 "AMAL",
 "AXGN",
 "ONL",
 "SMRT",
 "CCB",
 "ONTF",
 "FFWM",
 "POWL",
 "TASK",
 "LUNG",
 "HIFS",
 "QTRX",
 "CTO",
 "VITL",
 "RBCAA",
 "AVNW",
 "CCBG",
 "LYTS",
 "MPLN",
 "MCS",
 "STAR",
 "FORR",
 "BELFB",
 "MRSN",
 "MDXG",
 "PWP",
 "VNDA",
 "BTAI",
 "ATXS",
 "SCPL",
 "OLP",
 "CDRE",
 "SES",
 "BLBD",
 "VLD",
 "BHB",
 "NEXT",
 "REVG",
 "SLGC",
 "SBOW",
 "ALLO",
 "IBCP",
 "ABUS",
 "MAX",
 "TCMD",
 "APEN",
 "SMR",
 "RCEL",
 "MCB",
 "AROW",
 "TPB",
 "OABI",
 "EQBK",
 "BW",
 "IESC",
 "GEVO",
 "ASLE",
 "AMRS",
 "FCBC",
 "ATRO",
 "SYM",
 "FG",
 "GLDD",
 "ITOS",
 "BATRA",
 "INDT",
 "OFLX",
 "WRLD",
 "KNTK",
 "BLUE",
 "HDSN",
 "SSTI",
 "EVC",
 "DMRC",
 "KNSA",
 "DJCO",
 "EOLS",
 "MCBC",
 "SMBK",
 "QRTEA",
 "CTLP",
 "DYN",
 "LIND",
 "BNGO",
 "CMTL",
 "MRNS",
 "HCI",
 "FRPH",
 "NVTA",
 "UTMD",
 "EBIX",
 "DH",
 "PETS",
 "GCMG",
 "LYEL",
 "DHC",
 "RXST",
 "ATCX",
 "TERN",
 "ULCC",
 "HMST",
 "SRCE",
 "AMNB",
 "CARE",
 "RMAX",
 "BASE",
 "SLDP",
 "SMBC",
 "TIPT",
 "BMRC",
 "LPSN",
 "CZFS",
 "CZNC",
 "DSKE",
 "EGRX",
 "LQDT",
 "SANA",
 "PAHC",
 "SRRK",
 "BVH",
 "BBW",
 "EXFY",
 "ASTS",
 "TTI",
 "EVCM",
 "ALTG",
 "SRDX",
 "SENS",
 "MPB",
 "USLM",
 "SPWH",
 "FLWS",
 "BAND",
 "HBT",
 "BIG",
 "MCBS",
 "RLGT",
 "PETQ",
 "FIP",
 "BRDG",
 "FMAO",
 "DNMR",
 "AESI",
 "TRDA",
 "FISI",
 "NUTX",
 "NWPX",
 "NR",
 "MYPS",
 "SENEA",
 "ASRT",
 "CLOV",
 "PTRA",
 "BWMN",
 "TREE",
 "LQDA",
 "NXDT",
 "FNKO",
 "RUSHB",
 "ALRS",
 "FLIC",
 "ZUMZ",
 "RBBN",
 "VMD",
 "SRG",
 "HOV",
 "EBTC",
 "GNE",
 "QUOT",
 "FWRG",
 "WSBF",
 "TARS",
 "JOUT",
 "PTVE",
 "AAN",
 "LMNR",
 "ONEW",
 "MLNK",
 "PFIS",
 "OOMA",
 "DFH",
 "RUM",
 "OMER",
 "CVLG",
 "KODK",
 "ACDC",
 "DXLG",
 "PSTL",
 "IMMR",
 "EWTX",
 "IRMD",
 "INGN",
 "FOR",
 "SLQT",
 "EVER",
 "ESQ",
 "OUST",
 "ZYXI",
 "ARAY",
 "SCWO",
 "NRIM",
 "USM",
 "HYLN",
 "CSTR",
 "ALLK",
 "ATRA",
 "ACNB",
 "ASUR",
 "CLAR",
 "CIO",
 "PKE",
 "CGEM",
 "IPI",
 "URG",
 "KRUS",
 "GPMT",
 "GCI",
 "JMSB",
 "WTBA",
 "CDXS",
 "FNLC",
 "SOI",
 "WISH",
 "AGS",
 "SHBI",
 "RELL",
 "TPC",
 "HT",
 "VYGR",
 "SGHT",
 "CIVB",
 "SGMO",
 "AVIR",
 "VUZI",
 "UIS",
 "GEF.B",
 "TG",
 "MOFG",
 "PRTS",
 "OSG",
 "FET",
 "BFLY",
 "CRCT",
 "JYNT",
 "CRBU",
 "KALV",
 "STRO",
 "UTI",
 "AMPY",
 "TYRA",
 "BV",
 "FLL",
 "BLFY",
 "NUVB",
 "RBB",
 "BSRR",
 "SFST",
 "MVBF",
 "GNTY",
 "BHR",
 "HBCP",
 "CVGI",
 "CPS",
 "EHTH",
 "SIGA",
 "ULH",
 "GOEV",
 "CABA",
 "GLRE",
 "KIND",
 "PACK",
 "TNGX",
 "GLUE",
 "DGICA",
 "OPRX",
 "FRST",
 "LUNA",
 "RRBI",
 "HIPO",
 "FUBO",
 "CARA",
 "BRT",
 "SKYT",
 "AVTE",
 "LEGH",
 "FSBC",
 "DSGR",
 "WE",
 "STHO",
 "MBCN",
 "WW",
 "PMVP",
 "ORIC",
 "CMBM",
 "AMPS",
 "INTT",
 "RIGL",
 "ATNM",
 "RRGB",
 "FBIZ",
 "STER",
 "SCPH",
 "CLMB",
 "METC",
 "SPRY",
 "BLND",
 "SKWD",
 "PINE",
 "OPY",
 "KRO",
 "ALPN",
 "SMMF",
 "HNRG",
 "NDLS",
 "SVRA",
 "HRT",
 "BWB",
 "XERS",
 "INOD",
 "PARAA",
 "AKTS",
 "STKS",
 "GRTS",
 "BCML",
 "CMAX",
 "TSP",
 "ZOM",
 "ALT",
 "WKHS",
 "LXRX",
 "CMPX",
 "DAKT",
 "CVCY",
 "GBIO",
 "VERA",
 "PMTS",
 "INO",
 "MASS",
 "PBPB",
 "NWFL",
 "NBN",
 "DOUG",
 "PFMT",
 "ODC",
 "ILPT",
 "ITI",
 "ITIC",
 "SPFI",
 "NECB",
 "RMNI",
 "TSBK",
 "AFCG",
 "GRWG",
 "FSBW",
 "CNTY",
 "CLPT",
 "BRCC",
 "ARIS",
 "HOFT",
 "III",
 "CLSK",
 "MULN",
 "NRDY",
 "KOD",
 "LOCO",
 "FF",
 "CNSL",
 "FDBC",
 "KZR",
 "CCRD",
 "SEER",
 "MVST",
 "TCBX",
 "LCTX",
 "EOSE",
 "REFI",
 "ORRF",
 "PTSI",
 "AMRX",
 "BCBP",
 "CVLY",
 "ZIMV",
 "ATLO",
 "WLDN",
 "ERAS",
 "RM",
 "KVHI",
 "DC",
 "RGCO",
 "NGM",
 "SMHI",
 "MG",
 "TRUE",
 "HGTY",
 "PCYO",
 "ENFN",
 "EPM",
 "STOK",
 "EVLV",
 "PKBK",
 "VERI",
 "WEAV",
 "IVAC",
 "HRTX",
 "IMRX",
 "PLBC",
 "TCX",
 "BCOV",
 "CATX",
 "SNPO",
 "OCGN",
 "FRBA",
 "VOR",
 "NKSH",
 "ARHS",
 "VLGEA",
 "YMAB",
 "POWW",
 "TLYS",
 "EVBN",
 "ACET",
 "XAIR",
 "RDVT",
 "CRMD",
 "ZVRA",
 "CFFI",
 "COFS",
 "EGAN",
 "BBCP",
 "RSI",
 "XOMA",
 "UNTY",
 "ANGI",
 "TCFC",
 "DZSI",
 "FEAM",
 "CIA",
 "FRGE",
 "FFIE",
 "OMGA",
 "REI",
 "KNTE",
 "LCNB",
 "AXTI",
 "BPRN",
 "SKIL",
 "NOTE",
 "PHAT",
 "VRCA",
 "HLTH",
 "INNV",
 "BGFV",
 "SPOK",
 "CBAN",
 "IRON",
 "OBT",
 "HURC",
 "GENC",
 "PCB",
 "CDZI",
 "RCKY",
 "DHX",
 "IGMS",
 "ACTG",
 "HUMA",
 "TDUP",
 "USX",
 "QSI",
 "FULC",
 "BLDE",
 "VOXX",
 "SAMG",
 "MNSB",
 "XXII",
 "JSPR",
 "LAW",
 "VIGL",
 "CHMG",
 "PDLB",
 "ASXC",
 "AEVA",
 "CANO",
 "CELC",
 "AKYA",
 "WNEB",
 "PWOD",
 "BRBS",
 "LAB",
 "EMAN",
 "GCBC",
 "AURA",
 "CTXR",
 "LMB",
 "REPX",
 "CATO",
 "PRPL",
 "BSET",
 "JANX",
 "CTRN",
 "WULF",
 "INZY",
 "MYFW",
 "HEAR",
 "FOSL",
 "PDSB",
 "SELB",
 "FVCB",
 "HBIO",
 "HFFG",
 "ALVR",
 "SSBK",
 "STRS",
 "SMLR",
 "CALB",
 "RAIN",
 "CUE",
 "FSP",
 "HLLY",
 "IBRX",
 "PSTX",
 "OVID",
 "ATOM",
 "SPPI",
 "BEEM",
 "SACH",
 "LLAP",
 "FCCO",
 "SKYX",
 "AJX",
 "TELA",
 "BARK",
 "MFIN",
 "PESI",
 "CBNK",
 "SOND",
 "TBNK",
 "VATE",
 "FTCI",
 "ORGO",
 "PAY",
 "FRGI",
 "NATH",
 "MTRX",
 "HLVX",
 "MPAA",
 "AMSC",
 "SMTI",
 "DTC",
 "CMT",
 "PRLD",
 "INFU",
 "INBK",
 "GLT",
 "NC",
 "MEC",
 "MPX",
 "WMPN",
 "PEBK",
 "BWFG",
 "SCU",
 "OCN",
 "GWRS",
 "WGS",
 "PGEN",
 "CTSO",
 "GHM",
 "NKTR",
 "MACK",
 "SEMR",
 "INVE",
 "CRD.A",
 "ESSA",
 "VRA",
 "ESCA",
 "TCRT",
 "KLXE",
 "ANNX",
 "LE",
 "ICVX",
 "NATR",
 "OPTN",
 "SUP",
 "APLD",
 "LTRX",
 "RNGR",
 "HWBK",
 "ANIX",
 "ADV",
 "CAMP",
 "COOK",
 "QUAD",
 "OTLK",
 "SAL",
 "UFI",
 "TGAN",
 "VCSA",
 "SEVN",
 "ISTR",
 "KRMD",
 "TNYA",
 "RENT",
 "CCCC",
 "MRBK",
 "BH",
 "CTV",
 "UEIC",
 "ESPR",
 "PBYI",
 "WEYS",
 "ECBK",
 "RAD",
 "NGVC",
 "TWIN",
 "OLMA",
 "TLS",
 "JILL",
 "BHIL",
 "GHLD",
 "AOUT",
 "JAKK",
 "PRME",
 "LRMR",
 "ATLC",
 "SWIM",
 "FHTX",
 "ARC",
 "UPLD",
 "CHMI",
 "TIO",
 "PEPG",
 "NGS",
 "PBFS",
 "GTHX",
 "RIDE",
 "PRCH",
 "QMCO",
 "ANTX",
 "VAXX",
 "TTSH",
 "PAYS",
 "FSTR",
 "TCS",
 "PRTK",
 "NKTX",
 "PWFL",
 "BCAB",
 "DRRX",
 "MRAM",
 "AHT",
 "ALCO",
 "MLVF",
 "MITT",
 "TIG",
 "BIRD",
 "EP",
 "UP",
 "BKSY",
 "RVSB",
 "RBOT",
 "RLYB",
 "EBMT",
 "ALTO",
 "KOPN",
 "CDLX",
 "ARAV",
 "FUNC",
 "CAPR",
 "FNWD",
 "CVRX",
 "AADI",
 "LL",
 "VRM",
 "EGIO",
 "REAL",
 "RSVR",
 "HQI",
 "LINC",
 "NAUT",
 "PSNL",
 "THRX",
 "GNSS",
 "GHL",
 "CTG",
 "OPRT",
 "MKFG",
 "KLTR",
 "OPBK",
 "LAKE",
 "BKKT",
 "PKOH",
 "BGSF",
 "FONR",
 "BFIN",
 "ASYS",
 "WLFC",
 "GRTX",
 "RXT",
 "YELL",
 "CTMX",
 "CBFV",
 "BYRN",
 "EVI",
 "VXRT",
 "TRHC",
 "SST",
 "SCYX",
 "OB",
 "APEI",
 "NN",
 "QRHC",
 "EML",
 "LIFE",
 "MTNB",
 "LBC",
 "PVBC",
 "CVM",
 "LMST",
 "NODK",
 "MNK",
 "XFOR",
 "TUP",
 "DMTK",
 "CMRX",
 "SGA",
 "NREF",
 "SKLZ",
 "FFNW",
 "PRPH",
 "AKBA",
 "CDTX",
 "GORO",
 "NINE",
 "ATOS",
 "HNST",
 "STXS",
 "PYXS",
 "ACHV",
 "ALPP",
 "CRGE",
 "ACRV",
 "EYEN",
 "HNVR",
 "SCOR",
 "BCLI",
 "DBD",
 "SGC",
 "GBTG",
 "BSVN",
 "LFCR",
 "RANI",
 "FNWB",
 "ABSI",
 "ENZ",
 "NTIC",
 "SPRU",
 "GLSI",
 "DARE",
 "TSQ",
 "ANVS",
 "AREC",
 "CPSS",
 "GALT",
 "EARN",
 "DLHC",
 "STRT",
 "CIFR",
 "EPSN",
 "DLTH",
 "SBT",
 "ELVN",
 "FREE",
 "SCTL",
 "GWH",
 "HGBL",
 "APYX",
 "WHG",
 "FGBI",
 "SMID",
 "OPOF",
 "GEOS",
 "NOTV",
 "UONEK",
 "TRVI",
 "ALXO",
 "ALOT",
 "ETON",
 "GNUS",
 "MLP",
 "MESA",
 "IKNA",
 "JNCE",
 "SFBC",
 "LDI",
 "STTK",
 "BGRY",
 "DSGN",
 "OPAL",
 "ATHA",
 "EYPT",
 "CONN",
 "USAP",
 "KRT",
 "SERA",
 "VSTM",
 "SSBI",
 "CELL",
 "FSFG",
 "CPHC",
 "LCUT",
 "PTRS",
 "LTCH",
 "PXLW",
 "AAIC",
 "GRPN",
 "APPH",
 "ACR",
 "PPIH",
 "PCYG",
 "EEX",
 "INMB",
 "VHC",
 "VERU",
 "FLXS",
 "ABOS",
 "ORN",
 "KFS",
 "SONX",
 "UNB",
 "KTCC",
 "QUIK",
 "OCUP",
 "CDXC",
 "RCMT",
 "CLPR",
 "FCUV",
 "RPHM",
 "VEL",
 "AMTX",
 "FBIO",
 "PROV",
 "PFSW",
 "ML",
 "CVV",
 "IVVD",
 "TALK",
 "HBB",
 "PHX",
 "IPSC",
 "PCTI",
 "BWEN",
 "CFBK",
 "STIM",
 "TAST",
 "BZFD",
 "AQMS",
 "SEEL",
 "ISSC",
 "CMPO",
 "DIBS",
 "LVO",
 "USCB",
 "ACU",
 "HMNF",
 "SCWX",
 "SCX",
 "SNCR",
 "BBIG",
 "ADVM",
 "FINW",
 "ASTR",
 "STRM",
 "FRD",
 "HYFM",
 "CRDF",
 "ATER",
 "PHUN",
 "GOSS",
 "SPIR",
 "DLA",
 "ACNT",
 "HYMC",
 "KULR",
 "GRPH",
 "SRTS",
 "SNFCA",
 "CIDM",
 "MDV",
 "MHLD",
 "CMLS",
 "LFT",
 "XBIT",
 "IMUX",
 "GLYC",
 "DTIL",
 "LTRPA",
 "RGTI",
 "ELMD",
 "MAPS",
 "REKR",
 "AC",
 "LAZY",
 "BLZE",
 "RLMD",
 "XLO",
 "BHM",
 "LBPH",
 "FARM",
 "FRBK",
 "HYZN",
 "TCBC",
 "THRD",
 "RZLT",
 "RVPH",
 "HRTG",
 "TAYD",
 "LEE",
 "UONE",
 "TTCF",
 "HEPA",
 "OESX",
 "SMSI",
 "RMBL",
 "BELFA",
 "TACT",
 "EMKR",
 "KRON",
 "SMMT",
 "RDW",
 "GOCO",
 "MYMD",
 "PLBY",
 "NVCT",
 "CULP",
 "SWKH",
 "AAOI",
 "DSP",
 "AIP",
 "PNRG",
 "FXLV",
 "BSGM",
 "BNED",
 "FORA",
 "ISDR",
 "IPWR",
 "SLDB",
 "BHG",
 "UIHC",
 "TCI",
 "DCTH",
 "AOMR",
 "CRIS",
 "FLUX",
 "HHS",
 "OMEX",
 "DOMA",
 "INSG",
 "BAFN",
 "WWR",
 "LIFW",
 "CRD.B",
 "RDI",
 "CRWS",
 "SBEV",
 "SPRO",
 "ELA",
 "WMC",
 "AIRG",
 "NPCE",
 "POL",
 "ZVIA",
 "PMCB",
 "CLST",
 "BH.A",
 "BBAI",
 "VIRX",
 "AUBN",
 "REFR",
 "TALS",
 "CMCT",
 "BCOW",
 "CLSD",
 "PLSE",
 "VIEW",
 "HSON",
 "LSEA",
 "THRN",
 "AQST",
 "UBP",
 "LPTH",
 "DBTX",
 "SI",
 "BSBK",
 "AXDX",
 "SELF",
 "IMNM",
 "AVAH",
 "BATL",
 "SUNW",
 "BGXX",
 "BBBY",
 "IDR",
 "GIFI",
 "SDC",
 "ASRV",
 "FKWL",
 "APT",
 "KORE",
 "LVOX",
 "ABEO",
 "AKU",
 "EXPR",
 "CODX",
 "EMBK",
 "BYFC",
 "BODY",
 "JOB",
 "FEIM",
 "WATT",
 "LOAN",
 "NAII",
 "FIXX",
 "NL",
 "BRDS",
 "PFIE",
 "VIA",
 "TCRR",
 "CSPI",
 "SYRS",
 "FAT",
 "RGS",
 "MHH",
 "FOA",
 "PIXY",
 "TZOO",
 "IDN",
 "NVNO",
 "BDSX",
 "WRAP",
 "AQB",
 "QNCX",
 "USAU",
 "PASG",
 "VTSI",
 "NSTS",
 "GNPX",
 "HLGN",
 "LOCL",
 "BDTX",
 "LFVN",
 "RSSS",
 "MGTA",
 "AEYE",
 "MLSS",
 "BRLT",
 "AAMC",
 "SURG",
 "RAIL",
 "TCON",
 "LTBR",
 "FTK",
 "LIVE",
 "UPXI",
 "TUSK",
 "NNBR",
 "SND",
 "ONCT",
 "SLS",
 "CODA",
 "ISPO",
 "EVTV",
 "BOLT",
 "CURI",
 "ASMB",
 "BOTJ",
 "ULBI",
 "AREN",
 "OMIC",
 "TIL",
 "IZEA",
 "NLS",
 "CGTX",
 "GEG",
 "MMMB",
 "OCX",
 "CVU",
 "LFMD",
 "OSS",
 "DAIO",
 "AVRO",
 "ONDS",
 "ASPS",
 "DPSI",
 "MDWT",
 "AXR",
 "PRDS",
 "BMTX",
 "XPL",
 "ADES",
 "VWE",
 "FTHM",
 "GAIA",
 "FLNT",
 "CASA",
 "TNXP",
 "SURF",
 "CELU",
 "MOVE",
 "UAVS",
 "DYAI",
 "EIGR",
 "RFIL",
 "AULT",
 "BCEL",
 "CURO",
 "CPSH",
 "MCHX",
 "DAVE",
 "LNKB",
 "VRAR",
 "LTRN",
 "SANW",
 "PRAX",
 "WTT",
 "BKTI",
 "TCBS",
 "IROQ",
 "VBFC",
 "PBBK",
 "ICD",
 "SRT",
 "CCLD",
 "STRC",
 "PET",
 "VANI",
 "LIDR",
 "LYRA",
 "PAVM",
 "MPU",
 "ESP",
 "HOFV",
 "HOOK",
 "LVLU",
 "ORGS",
 "PDEX",
 "GROW",
 "MNTS",
 "SOHO",
 "ACXP",
 "HOWL",
 "MIRO",
 "GSIT",
 "TCRX",
 "NOVN",
 "QUBT",
 "MKTW",
 "KEQU",
 "ARKR",
 "RCAT",
 "SNTI",
 "TESS",
 "AP",
 "KIRK",
 "NTIP",
 "MEIP",
 "WFCF",
 "CRBP",
 "TOI",
 "ADN",
 "UAMY",
 "ICAD",
 "TSHA",
 "BMRA",
 "CARM",
 "INTG",
 "XGN",
 "TARA",
 "PNBK",
 "OPTT",
 "RFL",
 "HNNA",
 "MBIO",
 "ELDN",
 "CLNN",
 "PTN",
 "FTEK",
 "ROOT",
 "CYT",
 "SYBX",
 "RVP",
 "USIO",
 "XWEL",
 "AIRS",
 "LPTX",
 "GRIL",
 "LWAY",
 "OMQS",
 "INUV",
 "ICCC",
 "UG",
 "STCN",
 "PRTH",
 "CRVS",
 "BCDA",
 "SOBR",
 "LODE",
 "TBIO",
 "VTGN",
 "PED",
 "BTMD",
 "NRXP",
 "OPFI",
 "LPCN",
 "NXTC",
 "IRIX",
 "ELEV",
 "XOS",
 "KSCP",
 "MBRX",
 "AUGX",
 "SYPR",
 "VAPO",
 "VLCN",
 "BOXL",
 "DIT",
 "AUMN",
 "APLT",
 "BRID",
 "FSI",
 "AWH",
 "NMTC",
 "CSSE",
 "TXMD",
 "HCWB",
 "GROV",
 "OPAD",
 "POAI",
 "IBIO",
 "ALGS",
 "DMAC",
 "CLIR",
 "CTIB",
 "PIII",
 "OWLT",
 "SOTK",
 "KPLT",
 "CTHR",
 "AIRT",
 "RPID",
 "NTWK",
 "CKPT",
 "GTIM",
 "AINC",
 "ZDGE",
 "AE",
 "RGF",
 "FGH",
 "JRSH",
 "KOSS",
 "CGRN",
 "SNSE",
 "VTVT",
 "CVR",
 "WVVI",
 "CFSB",
 "SFE",
 "TFFP",
 "CIX",
 "PMD",
 "RNXT",
 "ECOR",
 "OCC",
 "AWRE",
 "APCX",
 "RMCF",
 "GBNY",
 "LNSR",
 "NICK",
 "SIEB",
 "CEI",
 "VNCE",
 "WTER",
 "NHWK",
 "HARP",
 "SSKN",
 "ESOA",
 "POCI",
 "NLTX",
 "MAIA",
 "UBX",
 "TKNO",
 "AIM",
 "HUSA",
 "CISO",
 "LSTA",
 "GTBP",
 "ZIVO",
 "FBRX",
 "ABIO",
 "UGRO",
 "IRNT",
 "SLGG",
 "BFI",
 "TLF",
 "JOAN",
 "EAR",
 "AYRO",
 "ATHX",
 "ZYNE",
 "CYXT",
 "ONVO",
 "BTCY",
 "AGAE",
 "CYN",
 "MTEX",
 "SDIG",
 "SONM",
 "CORR",
 "ATIP",
 "BDL",
 "SRGA",
 "OIG",
 "MAYS",
 "IMPL",
 "AMPG",
 "BSQR",
 "PETV",
 "SNCE",
 "NMTR",
 "MKUL",
 "EDUC",
 "CYCN",
 "MIMO",
 "KFFB",
 "DALN",
 "VERY",
 "IPDN",
 "USEG",
 "MPTI",
 "GOVX",
 "FSEA",
 "VERB",
 "INTZ",
 "ADMP",
 "EKSO",
 "XTNT",
 "LSBK",
 "MCOM",
 "LUMO",
 "SLNG",
 "AGLE",
 "NTRB",
 "CASI",
 "VORB",
 "PATI",
 "ZEV",
 "SABS",
 "BVS",
 "DSS",
 "ALZN",
 "DXR",
 "WLMS",
 "CLRO",
 "CEMI",
 "ASTC",
 "SWAG",
 "STSA",
 "AUD",
 "MTEM",
 "FREQ",
 "AXLA",
 "DLPN",
 "OPHC",
 "APRE",
 "MBOT",
 "CPIX",
 "RAVE",
 "TISI",
 "HGEN",
 "BIOR",
 "ONTX",
 "CARV",
 "AFIB",
 "DOMH",
 "DUOT",
 "LCI",
 "MRIN",
 "LGL",
 "SRZN",
 "VRME",
 "LASE",
 "APDN",
 "PRPO",
 "ENG",
 "INFI",
 "PEAR",
 "SFT",
 "NCSM",
 "WYY",
 "JCTCF",
 "CHCI",
 "SQZ",
 "SIEN",
 "MGLD",
 "CADL",
 "AGE",
 "IKT",
 "EQ",
 "COCP",
 "SEAC",
 "RMTI",
 "SGTX",
 "PZG",
 "TPST",
 "ABVC",
 "SVT",
 "SGRP",
 "VINC",
 "MARK",
 "SPRB",
 "SALM",
 "NNVC",
 "TNON",
 "RGLS",
 "CLRB",
 "SUNL",
 "SGMA",
 "AVTX",
 "MDVL",
 "DGICB",
 "KA",
 "NYC",
 "NVVE",
 "LGVN",
 "LINK",
 "CKX",
 "BRN",
 "FPAY",
 "BOXD",
 "SDPI",
 "ALIM",
 "ELYM",
 "TRT",
 "INLX",
 "VISL",
 "COYA",
 "CFMS",
 "SIDU",
 "ANGN",
 "NURO",
 "GVP",
 "TAIT",
 "AMS",
 "ISUN",
 "DGLY",
 "ACER",
 "DMS",
 "INAB",
 "TOVX",
 "BPTH",
 "IMBI",
 "PCSA",
 "CXDO",
 "KINS",
 "LUCD",
 "LUXH",
 "YTEN",
 "CPTN",
 "EVLO",
 "SQFT",
 "PULM",
 "APRN",
 "INDP",
 "TPHS",
 "STRR",
 "CREX",
 "DWSN",
 "LFLY",
 "FNCH",
 "CCEL",
 "TSRI",
 "MDRR",
 "PSTV",
 "IMMX",
 "RVYL",
 "PW",
 "SCKT",
 "AEY",
 "KAVL",
 "VCNX",
 "BWV",
 "APVO",
 "BFRI",
 "MXC",
 "SGBX",
 "INKT",
 "FEMY",
 "VEEE",
 "DXYN",
 "JVA",
 "DRCT",
 "JUPW",
 "HALL",
 "MODD",
 "POLA",
 "BRTX",
 "AMTI",
 "EBET",
 "IMNN",
 "AIRI",
 "TOMZ",
 "OLB",
 "LTRY",
 "MRAI",
 "SNAX",
 "GIPR",
 "BLIN",
 "PEGY",
 "BTCS",
 "PALT",
 "BRFH",
 "AZYO",
 "ATNX",
 "FATH",
 "FUV",
 "NSYS",
 "IDAI",
 "TLIS",
 "DFFN",
 "TTOO",
 "DERM",
 "PFIN",
 "YCBD",
 "OXBR",
 "BEAT",
 "NERV",
 "ENSV",
 "CMRA",
 "GWAV",
 "SBIG",
 "OTRK",
 "ALBT",
 "FORD",
 "AUID",
 "CYTH",
 "MITQ",
 "CING",
 "CNTX",
 "EFTR",
 "DTST",
 "AAME",
 "KBNT",
 "NEXI",
 "FGF",
 "IDW",
 "SIF",
 "PRSO",
 "VVOS",
 "ISPC",
 "IPW",
 "AEI",
 "NDRA",
 "GLS",
 "ELSE",
 "BTTR",
 "COHN",
 "BBGI",
 "PPSI",
 "NEPH",
 "UPH",
 "ONCR",
 "FAZE",
 "MNPR",
 "BTBD",
 "SSNT",
 "KTTA",
 "GREE",
 "AUUD",
 "BTTX",
 "XELB",
 "ISIG",
 "VERO",
 "CNFR",
 "WHLR",
 "COMS",
 "LIXT",
 "SFR",
 "APTX",
 "ACGN",
 "RDIB",
 "ACRX",
 "BJDX",
 "SHPW",
 "ARTW",
 "AMV",
 "FGI",
 "SNDA",
 "NXTP",
 "FRZA",
 "QTEK",
 "SOFO",
 "WHLM",
 "CDAK",
 "WAVD",
 "YOSH",
 "ARDS",
 "NH",
 "SNAL",
 "EZFL",
 "MSN",
 "HPCO",
 "NCMI",
 "MGOL",
 "FATBB",
 "PXMD",
 "AUVI",
 "CHRA",
 "JEWL",
 "MRKR",
 "SHFS",
 "VINE",
 "APGN",
 "ID"]

 p = [114.9268434,
 109.538454,
 81.98135178,
 73.53059992,
 72.32799861,
 69.91248125,
 68.61943199,
 66.10749694,
 64.90368269,
 64.66728897,
 62.7615365,
 62.6758234,
 61.70119543,
 60.76548323,
 59.89154302,
 57.43207891,
 56.89893347,
 56.44980444,
 55.68834207,
 55.55600127,
 54.87008429,
 54.71589668,
 53.57391453,
 52.88755728,
 51.97506963,
 51.43227665,
 51.30270923,
 50.05627098,
 49.56494199,
 49.20937667,
 49.05079085,
 48.80286261,
 48.2066721,
 47.94754309,
 47.62898458,
 47.58954057,
 47.49702304,
 46.91097595,
 46.6032154,
 46.05203622,
 45.91245855,
 45.69273632,
 45.50514474,
 45.40403242,
 45.39743462,
 45.1976247,
 44.81870512,
 44.66226596,
 44.45630849,
 44.33083525,
 44.28540076,
 44.1591123,
 43.86292637,
 43.80505338,
 43.58111234,
 42.91899695,
 42.76397005,
 42.69566257,
 42.24996372,
 41.99416792,
 41.99329298,
 41.96686743,
 41.84945924,
 41.74962899,
 41.71443103,
 41.67198627,
 41.31772251,
 40.84857957,
 40.81456816,
 40.70336456,
 40.63465932,
 40.58900093,
 40.34835705,
 39.95337184,
 39.91113697,
 39.86833942,
 39.39874445,
 39.38628722,
 39.06336807,
 38.80640781,
 38.76947005,
 38.75583432,
 38.65887629,
 38.37110512,
 38.34597241,
 38.12015402,
 37.98835577,
 37.81693477,
 37.52591109,
 37.48722328,
 37.47246518,
 37.1797563,
 37.15229734,
 36.94973424,
 36.74387735,
 36.7204401,
 36.68218185,
 36.54146871,
 36.00945849,
 35.95688847,
 35.93194241,
 35.69831852,
 35.29328164,
 35.2523162,
 35.04487559,
 35.01463509,
 34.90074445,
 34.81355192,
 34.69503824,
 34.5549741,
 34.46960173,
 34.46432737,
 34.42238021,
 34.29153052,
 33.95063049,
 33.93060624,
 33.89805586,
 33.68385867,
 33.68165601,
 33.56675897,
 33.51067342,
 33.36917463,
 33.34313122,
 33.32743434,
 33.32201329,
 33.25932376,
 33.027661,
 32.97201378,
 32.92555138,
 32.86331481,
 32.84635725,
 32.7474596,
 32.56039836,
 32.3495439,
 32.33306774,
 32.25090748,
 31.88640391,
 31.75422852,
 31.67754169,
 31.6591108,
 31.57267997,
 31.45141554,
 31.3662677,
 31.35332184,
 31.31720892,
 31.24203799,
 31.1458167,
 31.02413725,
 30.99023153,
 30.98886087,
 30.92468668,
 30.83164245,
 30.78823747,
 30.75831542,
 30.68726594,
 30.65849962,
 30.65358065,
 30.5938851,
 30.58939251,
 30.58057486,
 30.45633109,
 30.4377359,
 30.40463559,
 30.38016695,
 30.33891697,
 30.27286901,
 30.26053047,
 30.23665308,
 30.18662256,
 30.18200252,
 30.110765,
 30.01054836,
 29.90170863,
 29.77724091,
 29.75761305,
 29.6393075,
 29.62016165,
 29.56044769,
 29.55307584,
 29.47785763,
 29.45361504,
 29.4316605,
 29.40227377,
 29.39165114,
 29.37408877,
 29.26609673,
 29.18157829,
 29.08431772,
 29.03445792,
 28.9903606,
 28.975093,
 28.95266852,
 28.90945315,
 28.84853662,
 28.77710776,
 28.69510458,
 28.69350878,
 28.65231425,
 28.6125383,
 28.60790308,
 28.59159792,
 28.43360108,
 28.39404537,
 28.39054374,
 28.34250015,
 28.34025302,
 28.33042434,
 28.31869537,
 28.29339892,
 28.28349059,
 28.28216655,
 28.23219007,
 28.22667928,
 28.21243112,
 28.19698527,
 28.18220749,
 28.13883895,
 28.01221981,
 27.98120084,
 27.96947627,
 27.92580537,
 27.89048899,
 27.82456906,
 27.78250472,
 27.75178324,
 27.73758929,
 27.50256243,
 27.48961199,
 27.46470711,
 27.449714,
 27.4441713,
 27.42563067,
 27.41667002,
 27.36449426,
 27.35941636,
 27.26621076,
 27.24746349,
 27.24553472,
 27.17110629,
 27.16725404,
 27.03613833,
 27.02835756,
 27.02780825,
 27.00917972,
 26.90648461,
 26.7958392,
 26.71966374,
 26.71159844,
 26.68620681,
 26.61715889,
 26.61706991,
 26.50336199,
 26.46989953,
 26.44325573,
 26.43507676,
 26.3885788,
 26.37589833,
 26.35789224,
 26.32506119,
 26.32011851,
 26.27103696,
 26.15443596,
 26.14570897,
 26.14446095,
 26.08537772,
 26.00380644,
 26.00125,
 25.97710233,
 25.90936211,
 25.8987095,
 25.86440166,
 25.84697043,
 25.789242,
 25.71885744,
 25.71769745,
 25.71469313,
 25.69313266,
 25.64097828,
 25.61727316,
 25.56195597,
 25.53829613,
 25.52064442,
 25.47828077,
 25.43881952,
 25.36586808,
 25.28210264,
 25.13982699,
 25.12756594,
 25.12589128,
 25.12244325,
 25.11657999,
 25.07545948,
 25.05899987,
 25.05633133,
 25.04246306,
 24.94719347,
 24.94163941,
 24.93085958,
 24.88164489,
 24.80702424,
 24.78686493,
 24.78006693,
 24.77023524,
 24.76342353,
 24.75492127,
 24.65995379,
 24.65386512,
 24.51517943,
 24.49445984,
 24.45436905,
 24.43481488,
 24.34524741,
 24.34457696,
 24.32827833,
 24.30590014,
 24.0810033,
 24.06361913,
 23.93881818,
 23.93599041,
 23.91051614,
 23.84991741,
 23.81910497,
 23.81201678,
 23.80534072,
 23.78079568,
 23.74271728,
 23.73030723,
 23.71513809,
 23.70063609,
 23.64320097,
 23.64147921,
 23.57238945,
 23.51382489,
 23.41751655,
 23.37808554,
 23.30153308,
 23.23140517,
 23.23035564,
 23.17617482,
 23.09848036,
 23.09664588,
 23.07554095,
 23.02082981,
 23.01169646,
 22.95816556,
 22.87584017,
 22.83878403,
 22.79421194,
 22.70977464,
 22.69960972,
 22.69805331,
 22.65706659,
 22.61430133,
 22.60990572,
 22.60383975,
 22.5966151,
 22.56307839,
 22.4774672,
 22.44119142,
 22.41721781,
 22.4120054,
 22.38258242,
 22.34018978,
 22.2876481,
 22.28546767,
 22.28363831,
 22.27196195,
 22.21536571,
 22.20537373,
 22.09959542,
 22.09439621,
 22.05795882,
 22.04336402,
 22.04074259,
 22.02554997,
 21.98184249,
 21.98032622,
 21.97534574,
 21.96991046,
 21.94246186,
 21.92141344,
 21.90697993,
 21.81127811,
 21.76403381,
 21.74650027,
 21.74376919,
 21.73980575,
 21.63417443,
 21.56572265,
 21.55246061,
 21.53749174,
 21.5195238,
 21.49333451,
 21.47802111,
 21.47088293,
 21.43715332,
 21.43648247,
 21.37341792,
 21.36486936,
 21.34444733,
 21.28694871,
 21.27414797,
 21.2624021,
 21.21348649,
 21.21305691,
 21.16811228,
 21.15075288,
 21.1454632,
 21.13637315,
 21.12412147,
 21.12087481,
 21.10259192,
 21.01712448,
 20.98674267,
 20.98374818,
 20.96093096,
 20.89232205,
 20.86450963,
 20.83744545,
 20.81046993,
 20.80408641,
 20.79210202,
 20.72407941,
 20.70557963,
 20.690117,
 20.68808777,
 20.66116305,
 20.63592526,
 20.63342307,
 20.6324467,
 20.61684909,
 20.56194091,
 20.56018149,
 20.55148194,
 20.4799268,
 20.47805433,
 20.40737602,
 20.3519216,
 20.31848528,
 20.29460902,
 20.25675969,
 20.24315253,
 20.22854091,
 20.21747034,
 20.20642282,
 20.17302416,
 20.05727846,
 20.05655158,
 20.04337747,
 20.02926147,
 20.0259058,
 20.00186598,
 19.98925495,
 19.97984662,
 19.97264427,
 19.95532669,
 19.95266673,
 19.93990582,
 19.81787199,
 19.81521369,
 19.77362241,
 19.76444986,
 19.68345794,
 19.6310691,
 19.60937724,
 19.58203994,
 19.57676971,
 19.57603084,
 19.49161996,
 19.48802517,
 19.48460351,
 19.45785956,
 19.44919582,
 19.43515093,
 19.40550594,
 19.39960106,
 19.38346342,
 19.36082323,
 19.3146742,
 19.29130864,
 19.27003335,
 19.26143463,
 19.26044869,
 19.26021231,
 19.2436794,
 19.23951352,
 19.21793985,
 19.21144896,
 19.20341834,
 19.18712567,
 19.16738742,
 19.16513955,
 19.14289456,
 19.08356481,
 19.03514643,
 19.02756941,
 19.02400877,
 19.00758746,
 18.99861459,
 18.99260627,
 18.97877256,
 18.97665593,
 18.97233349,
 18.96758735,
 18.96085643,
 18.91459441,
 18.88714366,
 18.82659512,
 18.81981439,
 18.80742407,
 18.75901511,
 18.72634153,
 18.71602973,
 18.71443078,
 18.71440626,
 18.66999374,
 18.65556888,
 18.64472599,
 18.58442247,
 18.57941797,
 18.524664,
 18.51863988,
 18.50640697,
 18.47949344,
 18.47100237,
 18.43293793,
 18.40333315,
 18.39996599,
 18.39158985,
 18.38434251,
 18.36274483,
 18.36211335,
 18.36156336,
 18.32549667,
 18.30766485,
 18.29610471,
 18.28635332,
 18.28234826,
 18.24924536,
 18.24742385,
 18.24015656,
 18.20491102,
 18.16050767,
 18.15863202,
 18.13408835,
 18.13089164,
 18.09705205,
 18.078173,
 18.05400114,
 18.02036927,
 18.01778031,
 18.01587831,
 17.99795669,
 17.94527796,
 17.94333422,
 17.93693221,
 17.93605481,
 17.90845988,
 17.89684188,
 17.87546888,
 17.87290347,
 17.86096406,
 17.8301771,
 17.81860474,
 17.78556833,
 17.77512074,
 17.76953179,
 17.72595603,
 17.68428012,
 17.6417054,
 17.63649904,
 17.59010409,
 17.58343464,
 17.56705736,
 17.53200927,
 17.5175914,
 17.50536659,
 17.50525652,
 17.50149664,
 17.48621174,
 17.4771836,
 17.46322735,
 17.43284405,
 17.43129029,
 17.42705748,
 17.38045632,
 17.3410943,
 17.32996225,
 17.32535461,
 17.30031319,
 17.29142282,
 17.20405767,
 17.16016351,
 17.15816282,
 17.15493048,
 17.12512794,
 17.07009566,
 17.06693492,
 17.05388407,
 17.04629283,
 17.04279876,
 17.04142951,
 17.03736954,
 17.0327089,
 17.03117089,
 17.03027156,
 17.0127506,
 17.00032324,
 16.99594206,
 16.99409595,
 16.99254525,
 16.98192299,
 16.94966432,
 16.94014633,
 16.92677134,
 16.91323234,
 16.91113619,
 16.89830062,
 16.86805903,
 16.86592307,
 16.86218081,
 16.85786568,
 16.8556511,
 16.81227495,
 16.80817364,
 16.80320898,
 16.79089539,
 16.75211023,
 16.72232423,
 16.71665012,
 16.68954403,
 16.65287974,
 16.63666398,
 16.63641092,
 16.59177135,
 16.59164799,
 16.57254468,
 16.56173518,
 16.51618598,
 16.49861728,
 16.49139827,
 16.47737486,
 16.46192914,
 16.46140689,
 16.45722515,
 16.45221327,
 16.4216088,
 16.41204799,
 16.40268907,
 16.39856088,
 16.39477529,
 16.36268725,
 16.35029254,
 16.28355562,
 16.27097463,
 16.26122404,
 16.24353168,
 16.21785816,
 16.20948708,
 16.20153259,
 16.1714218,
 16.1603104,
 16.14128307,
 16.13548548,
 16.11917589,
 16.11369276,
 16.11176492,
 16.09762113,
 16.08827,
 16.08320587,
 16.05263209,
 16.0463171,
 16.02379971,
 16.00606874,
 15.99713833,
 15.98791068,
 15.98630251,
 15.96288515,
 15.95695137,
 15.93693358,
 15.93221239,
 15.92746332,
 15.92274406,
 15.91429792,
 15.90777563,
 15.90046065,
 15.89235826,
 15.88805921,
 15.83234611,
 15.82191582,
 15.81308928,
 15.79966515,
 15.7843684,
 15.78136518,
 15.74863589,
 15.7456124,
 15.73433114,
 15.7301564,
 15.7291106,
 15.71920325,
 15.68908047,
 15.67650666,
 15.64991866,
 15.59936785,
 15.58985534,
 15.58851481,
 15.5644475,
 15.56272448,
 15.54671237,
 15.51808345,
 15.50051839,
 15.49718675,
 15.49646526,
 15.49545971,
 15.48679319,
 15.46900093,
 15.43771344,
 15.43018205,
 15.42571046,
 15.42252205,
 15.41645949,
 15.41467567,
 15.40015859,
 15.39670249,
 15.38685025,
 15.381167,
 15.35237143,
 15.33978571,
 15.33219747,
 15.31948498,
 15.30991043,
 15.30756411,
 15.30192262,
 15.28809234,
 15.28006215,
 15.27508308,
 15.27175661,
 15.2517848,
 15.21791012,
 15.21612754,
 15.21582788,
 15.1960078,
 15.19392681,
 15.17271424,
 15.14560685,
 15.14232548,
 15.14110916,
 15.12543425,
 15.11693795,
 15.10300905,
 15.06140526,
 15.05903508,
 15.04818533,
 15.03515323,
 15.02766489,
 15.02531499,
 15.01773369,
 14.99885888,
 14.98989396,
 14.98569963,
 14.97763601,
 14.97342018,
 14.97043668,
 14.95496582,
 14.94773465,
 14.93789051,
 14.91829884,
 14.913992,
 14.91057226,
 14.89747374,
 14.89393257,
 14.893335,
 14.8886948,
 14.88453952,
 14.87645118,
 14.87235149,
 14.87018661,
 14.86909907,
 14.85422426,
 14.84431133,
 14.84043126,
 14.84040861,
 14.82895596,
 14.82757566,
 14.81180809,
 14.80968255,
 14.80649123,
 14.80325387,
 14.80238699,
 14.7975682,
 14.72792708,
 14.71511114,
 14.68487133,
 14.68425583,
 14.68387794,
 14.66945444,
 14.66374822,
 14.64906439,
 14.64650749,
 14.64364801,
 14.63631832,
 14.62445324,
 14.62413893,
 14.62016348,
 14.61662589,
 14.6146005,
 14.58237547,
 14.57778511,
 14.5756729,
 14.5678947,
 14.5608752,
 14.5600122,
 14.55344976,
 14.55283529,
 14.54747419,
 14.53771032,
 14.5171408,
 14.51472133,
 14.4954808,
 14.49157908,
 14.45537649,
 14.44592301,
 14.4350243,
 14.41493441,
 14.39455937,
 14.38244771,
 14.37843349,
 14.35807563,
 14.35450802,
 14.34839265,
 14.31260814,
 14.30863918,
 14.3081179,
 14.29080299,
 14.27921682,
 14.26829228,
 14.26700884,
 14.22734927,
 14.20963392,
 14.19512124,
 14.17822527,
 14.1778617,
 14.17229961,
 14.15824675,
 14.15471837,
 14.13919882,
 14.12011956,
 14.10838438,
 14.10164851,
 14.09312148,
 14.07125028,
 14.05656402,
 14.04711447,
 14.01817321,
 13.99919663,
 13.9760641,
 13.97376692,
 13.96721034,
 13.96418428,
 13.96162992,
 13.95894886,
 13.95239565,
 13.95222062,
 13.94823357,
 13.94559327,
 13.93783435,
 13.93035547,
 13.92608027,
 13.91511982,
 13.90310461,
 13.90027025,
 13.893753,
 13.89333186,
 13.88485662,
 13.8810845,
 13.88027112,
 13.86440841,
 13.8602566,
 13.84231202,
 13.83568115,
 13.83094889,
 13.82723296,
 13.82593695,
 13.81485902,
 13.8109008,
 13.7905367,
 13.76766111,
 13.74963394,
 13.74940574,
 13.72754901,
 13.71564119,
 13.71154109,
 13.70953255,
 13.70870866,
 13.70553902,
 13.69566488,
 13.69302518,
 13.68309331,
 13.681357,
 13.67807161,
 13.67776781,
 13.67728763,
 13.67380468,
 13.67008817,
 13.66817428,
 13.66472263,
 13.65347825,
 13.65188576,
 13.64595518,
 13.64585968,
 13.64510137,
 13.62539608,
 13.61964204,
 13.61085178,
 13.60859305,
 13.60620235,
 13.60604511,
 13.59687304,
 13.59249469,
 13.58348409,
 13.5678132,
 13.56652691,
 13.56085766,
 13.55253992,
 13.54377798,
 13.53547985,
 13.51725798,
 13.50551019,
 13.49762093,
 13.49635152,
 13.49034924,
 13.4899339,
 13.46220731,
 13.45470956,
 13.45226403,
 13.44616899,
 13.43178528,
 13.4307519,
 13.41764971,
 13.40861544,
 13.39500011,
 13.39287281,
 13.38887599,
 13.38494807,
 13.36443599,
 13.36266241,
 13.34859438,
 13.30725578,
 13.30344357,
 13.29141648,
 13.28252826,
 13.27203769,
 13.27171557,
 13.26032105,
 13.26021907,
 13.25478006,
 13.24712197,
 13.24457908,
 13.2401785,
 13.23792294,
 13.23116098,
 13.22684901,
 13.22402063,
 13.22390972,
 13.22067614,
 13.21912019,
 13.20322906,
 13.20316372,
 13.19089509,
 13.186784,
 13.15155097,
 13.14864252,
 13.14418924,
 13.13931418,
 13.13580997,
 13.12733084,
 13.12628218,
 13.11737702,
 13.11409772,
 13.10823738,
 13.10798621,
 13.10139703,
 13.08141395,
 13.06004309,
 13.05649846,
 13.05009627,
 13.04412675,
 13.02317439,
 13.02268358,
 13.01874754,
 13.01042589,
 12.99705183,
 12.9858374,
 12.97719022,
 12.97093047,
 12.968808,
 12.95366228,
 12.952234,
 12.95111608,
 12.94525194,
 12.93696721,
 12.93281206,
 12.93100313,
 12.92321191,
 12.91240753,
 12.91168364,
 12.90039805,
 12.89587366,
 12.89526179,
 12.89404786,
 12.8925964,
 12.88880376,
 12.87280911,
 12.86410591,
 12.85786992,
 12.84345253,
 12.8421089,
 12.83186992,
 12.82626525,
 12.81159368,
 12.7888036,
 12.77826637,
 12.76181203,
 12.76128534,
 12.75863334,
 12.74618283,
 12.73636192,
 12.73363543,
 12.73362242,
 12.72179785,
 12.71684033,
 12.71611129,
 12.71186523,
 12.69468218,
 12.66979051,
 12.65691334,
 12.65472664,
 12.63870877,
 12.62674501,
 12.62462732,
 12.59634814,
 12.57386816,
 12.57145339,
 12.56580173,
 12.5622853,
 12.54706426,
 12.54301064,
 12.53600374,
 12.50634749,
 12.50214868,
 12.49466356,
 12.47353204,
 12.47192474,
 12.46652829,
 12.42395836,
 12.41976688,
 12.4074278,
 12.40461462,
 12.40427797,
 12.40331682,
 12.39834646,
 12.39100405,
 12.3856225,
 12.37267589,
 12.36208785,
 12.36088927,
 12.36031823,
 12.34832467,
 12.34636545,
 12.34131822,
 12.32359862,
 12.31775997,
 12.29836713,
 12.29106529,
 12.28833622,
 12.27663165,
 12.27438333,
 12.27018862,
 12.26992011,
 12.2656529,
 12.26519895,
 12.25973394,
 12.25967877,
 12.251899,
 12.24420146,
 12.23196817,
 12.22893091,
 12.22798531,
 12.20746232,
 12.20497815,
 12.19768412,
 12.19352633,
 12.18670805,
 12.17626603,
 12.16565149,
 12.16364956,
 12.1473875,
 12.14010513,
 12.11519478,
 12.1119003,
 12.10061811,
 12.09394638,
 12.07067836,
 12.06618569,
 12.06175256,
 12.06149942,
 12.05703838,
 12.04098127,
 12.03360367,
 12.02412172,
 12.01571262,
 12.01135754,
 12.01006945,
 12.00060868,
 11.99877075,
 11.98194972,
 11.97714353,
 11.97198767,
 11.96646786,
 11.94521258,
 11.9409432,
 11.91249118,
 11.90719098,
 11.9027358,
 11.88567384,
 11.86478212,
 11.84750334,
 11.82946469,
 11.82862426,
 11.82322905,
 11.81759226,
 11.80175621,
 11.78843631,
 11.78798664,
 11.7746861,
 11.77368795,
 11.7676443,
 11.76523384,
 11.76404183,
 11.76378765,
 11.75812629,
 11.75778609,
 11.75178403,
 11.75176863,
 11.72203197,
 11.72147685,
 11.7183905,
 11.71350292,
 11.71289616,
 11.70794362,
 11.7066355,
 11.70578773,
 11.70525178,
 11.69756866,
 11.69323406,
 11.68866465,
 11.68835355,
 11.6881935,
 11.68509619,
 11.68235396,
 11.68170112,
 11.67854868,
 11.67637922,
 11.66963446,
 11.66698426,
 11.66109886,
 11.65998392,
 11.65266973,
 11.65068044,
 11.64423799,
 11.6410114,
 11.63439084,
 11.62483269,
 11.6143823,
 11.60817334,
 11.60644027,
 11.59614811,
 11.59090053,
 11.58558069,
 11.58431614,
 11.58208014,
 11.58058845,
 11.56848561,
 11.56157177,
 11.55947139,
 11.55045252,
 11.54255377,
 11.53354781,
 11.52542015,
 11.52533791,
 11.52348046,
 11.5192984,
 11.51857709,
 11.51785876,
 11.51598637,
 11.51058502,
 11.50553099,
 11.49257355,
 11.48651793,
 11.4858898,
 11.47934749,
 11.47715402,
 11.46871868,
 11.46845615,
 11.46348399,
 11.45649638,
 11.45338872,
 11.45172651,
 11.43248206,
 11.42388593,
 11.42037111,
 11.40636591,
 11.40122244,
 11.40026534,
 11.38632765,
 11.38574846,
 11.38548285,
 11.38489676,
 11.38448411,
 11.36189894,
 11.36058417,
 11.35587965,
 11.34891618,
 11.34697942,
 11.34465504,
 11.34308086,
 11.34190436,
 11.34028122,
 11.33491186,
 11.3201423,
 11.30840486,
 11.30518753,
 11.30359421,
 11.30292542,
 11.3017013,
 11.28537075,
 11.28203697,
 11.27232909,
 11.27221023,
 11.2586291,
 11.25136914,
 11.25072688,
 11.24439762,
 11.23767081,
 11.2369687,
 11.2337004,
 11.23152154,
 11.22976525,
 11.22598702,
 11.21566546,
 11.21287388,
 11.20445432,
 11.18715135,
 11.18711875,
 11.18640094,
 11.18537515,
 11.18373476,
 11.18262969,
 11.18112362,
 11.17072119,
 11.16547285,
 11.16410793,
 11.15566246,
 11.15377973,
 11.14262422,
 11.13965523,
 11.11257994,
 11.11200788,
 11.11095076,
 11.10596591,
 11.10163456,
 11.07980349,
 11.07086956,
 11.04038759,
 11.03797597,
 11.02916617,
 11.02575917,
 11.00848254,
 11.00401919,
 10.99950633,
 10.99831215,
 10.99659377,
 10.98227311,
 10.97957327,
 10.97276507,
 10.97084635,
 10.97000225,
 10.96784153,
 10.96044758,
 10.95012983,
 10.94835051,
 10.94804831,
 10.94636481,
 10.93422491,
 10.92635466,
 10.9262809,
 10.92509292,
 10.92480334,
 10.92425023,
 10.91978515,
 10.91830981,
 10.89378939,
 10.89294805,
 10.88263309,
 10.87633573,
 10.85589762,
 10.85164156,
 10.84701357,
 10.84242718,
 10.82738944,
 10.81797214,
 10.81696083,
 10.81104341,
 10.80674473,
 10.8042987,
 10.79971353,
 10.78770298,
 10.76380648,
 10.75779199,
 10.75342581,
 10.73669276,
 10.71910072,
 10.71536157,
 10.71031159,
 10.70516688,
 10.70121449,
 10.69783257,
 10.69277203,
 10.69073295,
 10.69055731,
 10.67614028,
 10.66719827,
 10.66044164,
 10.65692097,
 10.65095351,
 10.64628966,
 10.64095365,
 10.63865785,
 10.63857896,
 10.63218677,
 10.62706574,
 10.6232313,
 10.60898533,
 10.60727779,
 10.60675888,
 10.60149387,
 10.59503754,
 10.58476261,
 10.57576923,
 10.56982407,
 10.5676538,
 10.5567188,
 10.55534997,
 10.54599542,
 10.53396832,
 10.52938028,
 10.51672454,
 10.50985663,
 10.4958215,
 10.4698568,
 10.46969665,
 10.46930725,
 10.45881141,
 10.44490354,
 10.44285326,
 10.44236069,
 10.44215853,
 10.41951168,
 10.4123004,
 10.40815328,
 10.40176479,
 10.39603857,
 10.39438514,
 10.38321006,
 10.38109034,
 10.36285136,
 10.33820323,
 10.32455898,
 10.31263323,
 10.30781136,
 10.30253557,
 10.28958561,
 10.28395271,
 10.28339254,
 10.27175799,
 10.270215,
 10.26949904,
 10.26784749,
 10.25474347,
 10.25075493,
 10.24809885,
 10.23789754,
 10.22511249,
 10.2251074,
 10.22256309,
 10.20565494,
 10.20542939,
 10.19658391,
 10.18776191,
 10.18393548,
 10.18357004,
 10.17477307,
 10.16929703,
 10.15533318,
 10.14993272,
 10.13969984,
 10.12465569,
 10.12295797,
 10.11813705,
 10.11049666,
 10.09711495,
 10.08414179,
 10.08368488,
 10.07970288,
 10.07828697,
 10.07789668,
 10.07394604,
 10.07389068,
 10.07037973,
 10.06777314,
 10.06745472,
 10.06688577,
 10.06317856,
 10.06216334,
 10.05884914,
 10.05683163,
 10.04015993,
 10.03668483,
 10.03071075,
 10.01914125,
 10.0130534,
 10.00993803,
 10.00898275,
 9.999347535,
 9.998076541,
 9.985010249,
 9.981094799,
 9.977950403,
 9.977798051,
 9.97015682,
 9.969742224,
 9.960835382,
 9.954259942,
 9.953686225,
 9.951950891,
 9.947935254,
 9.93877554,
 9.938690609,
 9.936782508,
 9.932719952,
 9.931372903,
 9.92892646,
 9.921993284,
 9.920729724,
 9.920168075,
 9.917965815,
 9.903872531,
 9.903050425,
 9.901707968,
 9.898511757,
 9.898092556,
 9.894624084,
 9.889084969,
 9.886916686,
 9.886644402,
 9.884542167,
 9.883792426,
 9.883716089,
 9.865689215,
 9.862597976,
 9.862348727,
 9.859315452,
 9.857411755,
 9.854772015,
 9.854283322,
 9.847011694,
 9.844071142,
 9.840536106,
 9.838880148,
 9.838055169,
 9.835802205,
 9.833472781,
 9.832033691,
 9.831202403,
 9.830012284,
 9.818994189,
 9.810054041,
 9.809005806,
 9.805628279,
 9.794794471,
 9.792988295,
 9.781984776,
 9.781589199,
 9.781111968,
 9.777226411,
 9.760998017,
 9.754442404,
 9.753291154,
 9.751024902,
 9.749629067,
 9.746016051,
 9.730888663,
 9.730131983,
 9.727466686,
 9.726704201,
 9.720955572,
 9.716688069,
 9.711899991,
 9.706304441,
 9.70006913,
 9.699183515,
 9.69234615,
 9.681040819,
 9.646172565,
 9.639293731,
 9.625130822,
 9.620504621,
 9.620317943,
 9.619452929,
 9.618125681,
 9.616337056,
 9.595981031,
 9.595554516,
 9.586326644,
 9.575245853,
 9.574716346,
 9.570214731,
 9.553224456,
 9.548019145,
 9.545666839,
 9.538759236,
 9.530622183,
 9.52186881,
 9.521050668,
 9.516799676,
 9.490755108,
 9.481873644,
 9.475705735,
 9.474545408,
 9.468015324,
 9.46542559,
 9.464299712,
 9.455065078,
 9.45120206,
 9.449935264,
 9.440668915,
 9.436197883,
 9.43593423,
 9.433083988,
 9.430993922,
 9.430114696,
 9.423727828,
 9.423457032,
 9.421618963,
 9.421490184,
 9.408309473,
 9.40719372,
 9.398558359,
 9.396185164,
 9.386727705,
 9.384877261,
 9.382327344,
 9.381573962,
 9.379351012,
 9.370941723,
 9.367349784,
 9.352519928,
 9.350854641,
 9.350318399,
 9.334519096,
 9.331897356,
 9.314608263,
 9.313054683,
 9.310407066,
 9.307561435,
 9.304275822,
 9.297794765,
 9.293158562,
 9.291366036,
 9.287416706,
 9.286117343,
 9.260089685,
 9.259811236,
 9.25636442,
 9.250940251,
 9.24886311,
 9.233747732,
 9.229251895,
 9.223001762,
 9.217010056,
 9.212716367,
 9.211206862,
 9.20367459,
 9.202633696,
 9.196236131,
 9.195134367,
 9.191445781,
 9.175840319,
 9.168342212,
 9.167881983,
 9.158963628,
 9.142535183,
 9.142161967,
 9.140221343,
 9.138841894,
 9.130378131,
 9.125653182,
 9.123335583,
 9.116292477,
 9.108242607,
 9.10697334,
 9.102519235,
 9.099856983,
 9.099241962,
 9.075109522,
 9.075075468,
 9.060439824,
 9.059865863,
 9.056606489,
 9.05616265,
 9.04126251,
 9.040844273,
 9.037680281,
 9.035046887,
 9.030134786,
 9.023883233,
 8.999107435,
 8.998308508,
 8.998043212,
 8.994371888,
 8.990767463,
 8.990582952,
 8.989097691,
 8.975302406,
 8.972233505,
 8.964044508,
 8.955802292,
 8.955569135,
 8.950976101,
 8.947858113,
 8.945723549,
 8.942126011,
 8.936251599,
 8.933502528,
 8.926069109,
 8.913497607,
 8.912384839,
 8.911506966,
 8.903212428,
 8.883145714,
 8.880790203,
 8.880591037,
 8.880448785,
 8.878504392,
 8.874698285,
 8.866710906,
 8.863355985,
 8.855293066,
 8.852173245,
 8.848505695,
 8.830369871,
 8.814626295,
 8.814536,
 8.813351783,
 8.811772156,
 8.809521925,
 8.808753888,
 8.805390506,
 8.800742164,
 8.793681656,
 8.792623177,
 8.788745375,
 8.786924863,
 8.786863227,
 8.773228953,
 8.764322854,
 8.756987451,
 8.753520883,
 8.751891614,
 8.750329871,
 8.748188415,
 8.743971443,
 8.743897436,
 8.743536473,
 8.738239676,
 8.727265862,
 8.726542655,
 8.715805006,
 8.711437881,
 8.701832517,
 8.699365897,
 8.695259105,
 8.693108389,
 8.691840091,
 8.687626619,
 8.6855597,
 8.681381355,
 8.672435546,
 8.671776343,
 8.665785976,
 8.663271874,
 8.662803374,
 8.655303981,
 8.64812766,
 8.641704059,
 8.635759051,
 8.629193591,
 8.628354235,
 8.626361222,
 8.626002004,
 8.625773205,
 8.62444281,
 8.619948155,
 8.611053375,
 8.609703646,
 8.60721318,
 8.602443939,
 8.599353982,
 8.585405921,
 8.581264809,
 8.574291851,
 8.571502873,
 8.570682233,
 8.569168986,
 8.568072461,
 8.560530509,
 8.546054661,
 8.541357519,
 8.537360457,
 8.526218327,
 8.524695328,
 8.524545788,
 8.522515967,
 8.520268812,
 8.520062009,
 8.514168405,
 8.513284664,
 8.513189668,
 8.507044978,
 8.503375769,
 8.497539388,
 8.484823725,
 8.484396081,
 8.483370243,
 8.482173004,
 8.481167316,
 8.47799866,
 8.474612572,
 8.470140836,
 8.466807202,
 8.464091539,
 8.459854886,
 8.447449873,
 8.42174597,
 8.420289657,
 8.415521925,
 8.414261182,
 8.403400472,
 8.403217752,
 8.400403341,
 8.388648088,
 8.379607364,
 8.366104275,
 8.359439267,
 8.357740391,
 8.343480241,
 8.332749255,
 8.332060998,
 8.324752394,
 8.31810306,
 8.314976464,
 8.313146137,
 8.311989302,
 8.310743474,
 8.309650034,
 8.305117864,
 8.303999108,
 8.302937932,
 8.292453435,
 8.290918393,
 8.271661723,
 8.267516561,
 8.266323465,
 8.262686177,
 8.258064409,
 8.251466242,
 8.24225081,
 8.232867552,
 8.224223325,
 8.220764534,
 8.217415445,
 8.215490382,
 8.213936495,
 8.213449512,
 8.211493121,
 8.209817378,
 8.206994991,
 8.203220927,
 8.192115565,
 8.184613368,
 8.183676793,
 8.180853074,
 8.163859622,
 8.16173847,
 8.160776378,
 8.155179303,
 8.151553988,
 8.151115765,
 8.139240093,
 8.138057483,
 8.134050226,
 8.131928701,
 8.12320785,
 8.108364295,
 8.107898628,
 8.101363583,
 8.092987574,
 8.087231857,
 8.075570777,
 8.071947877,
 8.071007439,
 8.066594632,
 8.063451256,
 8.044779767,
 8.037985097,
 8.037074796,
 8.033517302,
 8.02201937,
 8.019263226,
 8.017490001,
 8.015974195,
 8.003627681,
 7.999580664,
 7.998907233,
 7.998463243,
 7.997480129,
 7.996496774,
 7.996103671,
 7.99350968,
 7.989173009,
 7.979197326,
 7.978950478,
 7.969435978,
 7.959832113,
 7.959158134,
 7.957922812,
 7.956543481,
 7.95572852,
 7.951480115,
 7.947789647,
 7.946442276,
 7.930966367,
 7.930383814,
 7.923564405,
 7.920088247,
 7.91839434,
 7.90978623,
 7.902692408,
 7.89632919,
 7.895523655,
 7.891722624,
 7.884842067,
 7.87013033,
 7.867506356,
 7.855962416,
 7.855898688,
 7.846298797,
 7.844662559,
 7.843226752,
 7.841540961,
 7.826960956,
 7.824346276,
 7.822576172,
 7.819668124,
 7.816022357,
 7.809772589,
 7.80514258,
 7.800428324,
 7.799840624,
 7.799764148,
 7.798290111,
 7.791940342,
 7.790142275,
 7.789154521,
 7.78735719,
 7.780576807,
 7.775774421,
 7.767033472,
 7.766396242,
 7.761487653,
 7.751079414,
 7.751015175,
 7.75043493,
 7.736918955,
 7.735447104,
 7.730921067,
 7.720071856,
 7.712357639,
 7.704131905,
 7.696823386,
 7.694885995,
 7.694130544,
 7.693599982,
 7.689273471,
 7.687888048,
 7.687767547,
 7.685756375,
 7.681778539,
 7.680067837,
 7.673613584,
 7.670189824,
 7.6680451,
 7.657087423,
 7.655228093,
 7.652946812,
 7.646325283,
 7.645776736,
 7.644441824,
 7.642674188,
 7.63717235,
 7.636477508,
 7.632748913,
 7.628430645,
 7.619597174,
 7.61563351,
 7.611044126,
 7.606483683,
 7.595659482,
 7.592523066,
 7.592402213,
 7.588786212,
 7.579252442,
 7.579042484,
 7.570503078,
 7.569592166,
 7.569297614,
 7.569252658,
 7.563718628,
 7.551703237,
 7.551590108,
 7.542533232,
 7.530164288,
 7.528575999,
 7.526423701,
 7.523735316,
 7.522852197,
 7.520920402,
 7.520818922,
 7.5196008,
 7.516363523,
 7.516268577,
 7.515103707,
 7.512705229,
 7.51138955,
 7.505603064,
 7.504873772,
 7.504822234,
 7.504027012,
 7.490857175,
 7.480761536,
 7.465905523,
 7.463116247,
 7.46088253,
 7.457930141,
 7.455725824,
 7.451636078,
 7.450711186,
 7.432145535,
 7.417470554,
 7.410172515,
 7.40433705,
 7.402147105,
 7.399350912,
 7.394439249,
 7.390876731,
 7.390546803,
 7.390114888,
 7.383556897,
 7.382422532,
 7.369405503,
 7.365920751,
 7.365680671,
 7.364754867,
 7.35984702,
 7.35881526,
 7.353911273,
 7.347069736,
 7.338251564,
 7.335906355,
 7.32784725,
 7.326453823,
 7.322284391,
 7.322163909,
 7.321493103,
 7.317702679,
 7.315235482,
 7.311301664,
 7.302973961,
 7.301315803,
 7.30103418,
 7.300390017,
 7.271112548,
 7.27065921,
 7.266315688,
 7.262369609,
 7.25948004,
 7.256134724,
 7.255024318,
 7.250184983,
 7.246301197,
 7.243129792,
 7.241073914,
 7.236793625,
 7.235348972,
 7.235182154,
 7.227119801,
 7.220439006,
 7.219562014,
 7.209456614,
 7.201462028,
 7.195622373,
 7.190333295,
 7.189503361,
 7.174929246,
 7.173195781,
 7.172892565,
 7.170634167,
 7.164206021,
 7.159817993,
 7.154953587,
 7.153120937,
 7.152181642,
 7.1519903,
 7.150140137,
 7.147898064,
 7.14558348,
 7.144589181,
 7.13882037,
 7.137119563,
 7.136626244,
 7.131183015,
 7.130695308,
 7.123141877,
 7.121706362,
 7.120231076,
 7.118866994,
 7.10743582,
 7.101777997,
 7.093007953,
 7.092359095,
 7.081261368,
 7.073920425,
 7.071563366,
 7.070881292,
 7.06911687,
 7.05276712,
 7.050887537,
 7.047579432,
 7.042776464,
 7.039619297,
 7.039455283,
 7.036115111,
 7.035151909,
 7.028915194,
 7.027979651,
 7.025190246,
 7.024912228,
 7.020507886,
 7.020344638,
 7.020135092,
 7.008449061,
 7.003229327,
 7.000510592,
 6.994399119,
 6.981900482,
 6.979035839,
 6.976829245,
 6.972668522,
 6.968055401,
 6.962778109,
 6.961608246,
 6.959901076,
 6.955134253,
 6.954261937,
 6.937159262,
 6.927393062,
 6.919988403,
 6.919910538,
 6.916720001,
 6.91579403,
 6.910451825,
 6.899001008,
 6.898040374,
 6.887259698,
 6.886273369,
 6.885166192,
 6.884040887,
 6.880513538,
 6.874011279,
 6.871706752,
 6.871496008,
 6.869787413,
 6.859318622,
 6.858961643,
 6.857256882,
 6.856523326,
 6.84917529,
 6.843381624,
 6.843357704,
 6.837789398,
 6.83753161,
 6.828735756,
 6.827343738,
 6.818634999,
 6.81085912,
 6.802921276,
 6.802090244,
 6.796197576,
 6.790485838,
 6.781939015,
 6.780179288,
 6.77815917,
 6.777826876,
 6.77504978,
 6.769135081,
 6.768487784,
 6.765790721,
 6.764444509,
 6.762828527,
 6.761426049,
 6.754080137,
 6.753649382,
 6.745391511,
 6.74399795,
 6.742926101,
 6.741826206,
 6.740413893,
 6.736760079,
 6.730876771,
 6.721812241,
 6.719479808,
 6.712873626,
 6.712084758,
 6.705938596,
 6.699293097,
 6.688183916,
 6.680585823,
 6.678387301,
 6.676543392,
 6.674884746,
 6.674265479,
 6.670489754,
 6.667169472,
 6.665543149,
 6.658848086,
 6.656352279,
 6.640358276,
 6.637188377,
 6.632476731,
 6.617648605,
 6.616253756,
 6.61573948,
 6.615467272,
 6.615377589,
 6.609950836,
 6.607734828,
 6.606367826,
 6.591221425,
 6.579913417,
 6.578529347,
 6.570880117,
 6.565865302,
 6.564058775,
 6.553418582,
 6.55226328,
 6.548398143,
 6.547309356,
 6.530509269,
 6.530171426,
 6.528608495,
 6.527011611,
 6.52108526,
 6.517587295,
 6.517524158,
 6.515242315,
 6.514994586,
 6.510556543,
 6.505717194,
 6.501484104,
 6.500360386,
 6.497221088,
 6.496692637,
 6.495452531,
 6.488151304,
 6.485324852,
 6.475261586,
 6.467878518,
 6.462886146,
 6.459577451,
 6.457650763,
 6.450093068,
 6.449570232,
 6.443668494,
 6.442744755,
 6.4414158,
 6.438166269,
 6.430854719,
 6.419995391,
 6.417886647,
 6.411776053,
 6.406665748,
 6.406316908,
 6.406080807,
 6.402065219,
 6.396753345,
 6.394682232,
 6.393330818,
 6.391508695,
 6.377510404,
 6.368205257,
 6.361783043,
 6.357626726,
 6.356412101,
 6.352559383,
 6.350030281,
 6.349012762,
 6.3480566,
 6.346523667,
 6.344448267,
 6.344430797,
 6.34428047,
 6.338431685,
 6.327303172,
 6.324475415,
 6.305891677,
 6.304859243,
 6.301797588,
 6.296551476,
 6.29370819,
 6.292811548,
 6.28921498,
 6.287433354,
 6.278857465,
 6.270096901,
 6.268227806,
 6.261847348,
 6.250819667,
 6.240430366,
 6.235206419,
 6.231741167,
 6.220036653,
 6.219168532,
 6.216098891,
 6.190268943,
 6.188676477,
 6.185179823,
 6.179149606,
 6.174760002,
 6.172227512,
 6.170155607,
 6.169332255,
 6.169261359,
 6.167158867,
 6.16137914,
 6.160604071,
 6.16033971,
 6.157161294,
 6.156660865,
 6.156318498,
 6.150033938,
 6.149022891,
 6.148088306,
 6.14747627,
 6.146422176,
 6.144584924,
 6.140650819,
 6.140380183,
 6.139255096,
 6.13160738,
 6.129192331,
 6.128535151,
 6.121340284,
 6.118042129,
 6.113658155,
 6.113282512,
 6.112279404,
 6.111648355,
 6.110890178,
 6.101208925,
 6.100415413,
 6.095492658,
 6.091571771,
 6.091446827,
 6.086847012,
 6.07640937,
 6.076167974,
 6.074763288,
 6.073260633,
 6.072805701,
 6.054669118,
 6.051564026,
 6.04683421,
 6.040767159,
 6.03946163,
 6.035854094,
 6.03452915,
 6.034200405,
 6.033570436,
 6.023464421,
 6.019831814,
 6.016406714,
 6.01629399,
 6.014101026,
 6.012460002,
 6.006092757,
 6.005335579,
 6.003944504,
 5.999145635,
 5.98734753,
 5.98699214,
 5.985022817,
 5.981255816,
 5.97973049,
 5.971262355,
 5.967874703,
 5.963495164,
 5.962072992,
 5.959177338,
 5.957923339,
 5.948732429,
 5.947899328,
 5.935447814,
 5.920909514,
 5.920265233,
 5.914898639,
 5.912437534,
 5.910885138,
 5.910361328,
 5.908713926,
 5.904153496,
 5.901954088,
 5.896078777,
 5.895906834,
 5.894429264,
 5.889364146,
 5.886740778,
 5.886229889,
 5.88278964,
 5.882362664,
 5.871022645,
 5.870103507,
 5.869768189,
 5.866013959,
 5.864339879,
 5.864246913,
 5.859928693,
 5.858709979,
 5.856047146,
 5.84822459,
 5.845245883,
 5.842526925,
 5.840403824,
 5.838604689,
 5.830430487,
 5.830282073,
 5.829380601,
 5.828330817,
 5.823369917,
 5.819791679,
 5.809256303,
 5.807065397,
 5.805454188,
 5.800250398,
 5.799823093,
 5.793745777,
 5.79354164,
 5.791903154,
 5.789888133,
 5.782996135,
 5.781756021,
 5.77942157,
 5.77940884,
 5.771554245,
 5.771257213,
 5.758933416,
 5.758768966,
 5.75713036,
 5.747312497,
 5.739812055,
 5.738274847,
 5.731897518,
 5.731860684,
 5.727329733,
 5.72640827,
 5.723649087,
 5.720605664,
 5.720148383,
 5.717197293,
 5.708809455,
 5.70817362,
 5.706828465,
 5.70588354,
 5.704516449,
 5.694540123,
 5.691929653,
 5.68657787,
 5.674266834,
 5.673832279,
 5.673779193,
 5.671414473,
 5.667992225,
 5.664239132,
 5.659597176,
 5.658016578,
 5.655243163,
 5.650192002,
 5.643891956,
 5.640280465,
 5.636792762,
 5.635567789,
 5.632188953,
 5.630164501,
 5.628138077,
 5.619364769,
 5.619001188,
 5.617083062,
 5.615982735,
 5.614997389,
 5.613181112,
 5.607061306,
 5.605056138,
 5.604814339,
 5.602891174,
 5.599240926,
 5.597593433,
 5.597004379,
 5.592542124,
 5.591569159,
 5.590045361,
 5.589685806,
 5.588445852,
 5.585957217,
 5.585214204,
 5.572013044,
 5.570253744,
 5.560359589,
 5.555544728,
 5.550876224,
 5.55056572,
 5.548243532,
 5.546893827,
 5.536526773,
 5.531205315,
 5.526919082,
 5.526758738,
 5.524878615,
 5.521976788,
 5.518416835,
 5.517578437,
 5.502061862,
 5.500607783,
 5.495948038,
 5.495518668,
 5.494851466,
 5.494469865,
 5.49160874,
 5.48649313,
 5.484957128,
 5.482457964,
 5.481711661,
 5.474021868,
 5.467510639,
 5.458834529,
 5.457479216,
 5.44971533,
 5.443044496,
 5.441578583,
 5.437437736,
 5.432074341,
 5.431042749,
 5.430464975,
 5.424359507,
 5.42369414,
 5.423573223,
 5.417791523,
 5.412902647,
 5.412197055,
 5.409128323,
 5.408637819,
 5.401768407,
 5.397143799,
 5.395967382,
 5.395571665,
 5.387325076,
 5.384632638,
 5.37905514,
 5.374094084,
 5.371157094,
 5.367561086,
 5.365523413,
 5.36433962,
 5.357671135,
 5.354652502,
 5.348785355,
 5.342138699,
 5.33788713,
 5.335440707,
 5.332902049,
 5.329822186,
 5.329536343,
 5.31772117,
 5.312107969,
 5.310476377,
 5.298899219,
 5.286520019,
 5.269981594,
 5.264183451,
 5.260473929,
 5.257872697,
 5.251381609,
 5.249964224,
 5.246620448,
 5.245334822,
 5.241845273,
 5.241361056,
 5.238462813,
 5.236016527,
 5.225407214,
 5.223068875,
 5.221973134,
 5.214006732,
 5.213923116,
 5.21067837,
 5.210176595,
 5.20157629,
 5.196418777,
 5.195136963,
 5.188179847,
 5.185321886,
 5.18080985,
 5.175781476,
 5.174423451,
 5.172724918,
 5.171620884,
 5.170015037,
 5.166238238,
 5.162460511,
 5.161920779,
 5.161480072,
 5.159436064,
 5.15823783,
 5.156024549,
 5.152299589,
 5.14355239,
 5.132519112,
 5.130313094,
 5.127991995,
 5.122613819,
 5.122231146,
 5.110430285,
 5.109621452,
 5.109411921,
 5.109402212,
 5.108643496,
 5.10462092,
 5.101105188,
 5.101095447,
 5.10070011,
 5.099036381,
 5.098801133,
 5.095369327,
 5.085530162,
 5.077895117,
 5.076814802,
 5.071651746,
 5.070988533,
 5.070779614,
 5.069649816,
 5.069203419,
 5.069043359,
 5.065329547,
 5.065079365,
 5.064132911,
 5.057823214,
 5.054367205,
 5.052353153,
 5.052282039,
 5.051131772,
 5.050588176,
 5.042628867,
 5.040317696,
 5.036312528,
 5.034174303,
 5.032270304,
 5.0278975,
 5.027224633,
 5.027191308,
 5.026308532,
 5.018455402,
 5.018061873,
 5.017327899,
 5.009635543,
 5.009349137,
 5.007570993,
 5.00720445,
 5.003900536,
 5.00354652,
 4.999200186,
 4.99485808,
 4.984881971,
 4.983962087,
 4.983075123,
 4.982185537,
 4.976911323,
 4.97132187,
 4.970510151,
 4.970433367,
 4.966601722,
 4.966581502,
 4.965831566,
 4.950499138,
 4.949312751,
 4.944139065,
 4.941420407,
 4.940294316,
 4.935345757,
 4.93475822,
 4.931423396,
 4.928358776,
 4.925695798,
 4.92450923,
 4.923483331,
 4.92107845,
 4.916329621,
 4.914271235,
 4.912029146,
 4.906168509,
 4.904423528,
 4.902288783,
 4.901318913,
 4.897114428,
 4.893401314,
 4.892532789,
 4.890840961,
 4.889318306,
 4.888414112,
 4.886908776,
 4.877758244,
 4.87313943,
 4.872340131,
 4.870213015,
 4.856566418,
 4.855379808,
 4.851941536,
 4.850536851,
 4.843635378,
 4.842648843,
 4.828944671,
 4.824822396,
 4.820342945,
 4.816290879,
 4.816044119,
 4.810961224,
 4.80673867,
 4.804523301,
 4.802349852,
 4.800660553,
 4.79922746,
 4.796528237,
 4.793397542,
 4.792192612,
 4.791722935,
 4.790621913,
 4.790193977,
 4.788943938,
 4.785659075,
 4.785436282,
 4.775117595,
 4.77268001,
 4.771642007,
 4.766441967,
 4.764469933,
 4.759320622,
 4.755254247,
 4.753246136,
 4.750261766,
 4.74204399,
 4.738852883,
 4.735268044,
 4.729861216,
 4.728695359,
 4.715170167,
 4.712748207,
 4.711746609,
 4.71163464,
 4.711163498,
 4.710983342,
 4.700156786,
 4.700043523,
 4.697077867,
 4.695096084,
 4.690045266,
 4.689761992,
 4.686610204,
 4.681230625,
 4.676259356,
 4.667872912,
 4.666634196,
 4.664686956,
 4.664296862,
 4.663610093,
 4.663220195,
 4.654749297,
 4.654161252,
 4.652581703,
 4.652451379,
 4.643128839,
 4.640729037,
 4.640619309,
 4.632342509,
 4.630048228,
 4.629945622,
 4.628884969,
 4.62341413,
 4.62334451,
 4.622035114,
 4.621779041,
 4.618332496,
 4.617647708,
 4.615735284,
 4.613062911,
 4.611675005,
 4.604708257,
 4.603714647,
 4.603546046,
 4.600983482,
 4.593342171,
 4.592644483,
 4.592234686,
 4.591209291,
 4.586374384,
 4.584650911,
 4.584083265,
 4.581072667,
 4.579373274,
 4.57886906,
 4.575485263,
 4.572670599,
 4.569973448,
 4.569739699,
 4.569515716,
 4.566274119,
 4.564089168,
 4.562132354,
 4.560335855,
 4.558154651,
 4.558089714,
 4.557380796,
 4.556510583,
 4.556468048,
 4.552003,
 4.551733461,
 4.546580032,
 4.533984201,
 4.533482173,
 4.525605833,
 4.524520456,
 4.52204986,
 4.518083351,
 4.516648876,
 4.5162384,
 4.505230772,
 4.505012818,
 4.50239774,
 4.501088859,
 4.501022669,
 4.499261448,
 4.485630215,
 4.48489617,
 4.484467663,
 4.484360727,
 4.478299721,
 4.474846177,
 4.471609766,
 4.471467043,
 4.470379764,
 4.469559659,
 4.468727789,
 4.467578135,
 4.465996241,
 4.462179921,
 4.459233516,
 4.456916396,
 4.45294264,
 4.452095885,
 4.449911312,
 4.448546568,
 4.441897167,
 4.437707546,
 4.427255889,
 4.425328149,
 4.42285247,
 4.421753276,
 4.413012623,
 4.410932889,
 4.405683881,
 4.403632636,
 4.403519207,
 4.402283766,
 4.397616241,
 4.396849974,
 4.395905729,
 4.386341014,
 4.38597932,
 4.385747227,
 4.377966813,
 4.377588373,
 4.371511152,
 4.371448681,
 4.367956896,
 4.365584318,
 4.364550949,
 4.362711734,
 4.361162034,
 4.360723483,
 4.357129202,
 4.349018153,
 4.347545629,
 4.344405672,
 4.343518232,
 4.340198388,
 4.335277817,
 4.335182973,
 4.327711148,
 4.325979414,
 4.325160015,
 4.322280262,
 4.319233188,
 4.316476301,
 4.316307774,
 4.310934338,
 4.296036944,
 4.291037161,
 4.28803089,
 4.287672433,
 4.283851551,
 4.283282043,
 4.271785092,
 4.270857351,
 4.270811626,
 4.269110133,
 4.268327996,
 4.266305136,
 4.265627577,
 4.263829745,
 4.260989868,
 4.26049081,
 4.258300423,
 4.257261229,
 4.256274789,
 4.256209341,
 4.254915767,
 4.250155961,
 4.247496738,
 4.246998131,
 4.244801054,
 4.239371638,
 4.237054146,
 4.2319564,
 4.230224871,
 4.225798946,
 4.221050768,
 4.217656601,
 4.217494334,
 4.216267046,
 4.208984735,
 4.208709167,
 4.208637615,
 4.20013933,
 4.191987173,
 4.190553999,
 4.184243642,
 4.180823574,
 4.177395558,
 4.176581034,
 4.173724409,
 4.172326569,
 4.165891572,
 4.162390769,
 4.162344517,
 4.160666025,
 4.160247962,
 4.156328728,
 4.149096976,
 4.14494246,
 4.143413683,
 4.139970639,
 4.138376596,
 4.136965752,
 4.133087421,
 4.132853819,
 4.13281983,
 4.130923681,
 4.130119963,
 4.12907375,
 4.12854133,
 4.124839855,
 4.122907495,
 4.115219273,
 4.104676722,
 4.104132613,
 4.104131642,
 4.101234903,
 4.089330575,
 4.083936556,
 4.079933617,
 4.079130317,
 4.077944196,
 4.073213004,
 4.071876474,
 4.07075175,
 4.065495292,
 4.065087113,
 4.065078206,
 4.064449694,
 4.059430462,
 4.05723213,
 4.05186033,
 4.046531677,
 4.035612169,
 4.034480694,
 4.032067475,
 4.03123643,
 4.031166489,
 4.02680024,
 4.025582571,
 4.023089451,
 4.019786284,
 4.018688409,
 4.016252113,
 4.013341809,
 4.008614547,
 4.006720721,
 4.005695679,
 4.003423127,
 3.993914912,
 3.990576087,
 3.983267938,
 3.982465893,
 3.980868573,
 3.974846863,
 3.974613441,
 3.974294576,
 3.972705184,
 3.972333676,
 3.96228857,
 3.961689015,
 3.959840762,
 3.950634813,
 3.950130759,
 3.94988602,
 3.946295315,
 3.946169823,
 3.944334851,
 3.942788534,
 3.940704004,
 3.940587108,
 3.938933501,
 3.937158768,
 3.936185834,
 3.935481688,
 3.932723907,
 3.922665423,
 3.919464341,
 3.914886848,
 3.910939165,
 3.905598835,
 3.90434783,
 3.902434649,
 3.899985295,
 3.899670239,
 3.899629912,
 3.89840305,
 3.897730934,
 3.893855152,
 3.892099517,
 3.889896528,
 3.888691092,
 3.871777944,
 3.868312834,
 3.868255458,
 3.865316056,
 3.86378087,
 3.859798704,
 3.859239896,
 3.850932034,
 3.847899829,
 3.846519269,
 3.845838292,
 3.845010514,
 3.838607948,
 3.830759722,
 3.830152278,
 3.828255702,
 3.826458886,
 3.823582367,
 3.819951903,
 3.818673862,
 3.817953185,
 3.814262534,
 3.813617776,
 3.813257922,
 3.811901671,
 3.807796665,
 3.805622562,
 3.803457841,
 3.801124846,
 3.796918224,
 3.795642783,
 3.79542199,
 3.790556898,
 3.788608499,
 3.786476174,
 3.786348421,
 3.785691267,
 3.780419506,
 3.779545077,
 3.778214345,
 3.771514964,
 3.768649496,
 3.768062173,
 3.763244977,
 3.759845806,
 3.759716237,
 3.755991338,
 3.754435036,
 3.75278455,
 3.752210834,
 3.751050091,
 3.748185247,
 3.74108103,
 3.736974621,
 3.730889381,
 3.729410234,
 3.728456423,
 3.718673773,
 3.710417529,
 3.709106857,
 3.709053365,
 3.707885661,
 3.707405643,
 3.706483921,
 3.70281749,
 3.70202892,
 3.70114869,
 3.700913493,
 3.684990378,
 3.680810902,
 3.679003068,
 3.678728174,
 3.678540861,
 3.677661441,
 3.676177259,
 3.674685823,
 3.669064512,
 3.667062667,
 3.665072025,
 3.661661253,
 3.656262818,
 3.655310224,
 3.653254063,
 3.64983773,
 3.646106252,
 3.641523169,
 3.634080835,
 3.627131908,
 3.623253839,
 3.622696303,
 3.619158336,
 3.61686835,
 3.614847683,
 3.613983316,
 3.611051028,
 3.607399064,
 3.606900096,
 3.606272734,
 3.593407104,
 3.588481353,
 3.586944046,
 3.57895745,
 3.578904465,
 3.577910229,
 3.57764194,
 3.576834912,
 3.576462905,
 3.575479463,
 3.574807111,
 3.570552192,
 3.569211863,
 3.567316747,
 3.56625882,
 3.564523385,
 3.561489716,
 3.556591453,
 3.554737857,
 3.552072431,
 3.551956424,
 3.548799941,
 3.541899197,
 3.533036147,
 3.53262996,
 3.531855325,
 3.531724875,
 3.531363629,
 3.530619925,
 3.528072955,
 3.526739582,
 3.524249541,
 3.523825522,
 3.521825199,
 3.521296407,
 3.521074821,
 3.519427881,
 3.50898718,
 3.506048845,
 3.503855011,
 3.493109129,
 3.492357756,
 3.491622828,
 3.487040655,
 3.484879374,
 3.484455146,
 3.48405574,
 3.478232057,
 3.471843491,
 3.466218238,
 3.465683913,
 3.464981212,
 3.45858867,
 3.452184073,
 3.447624351,
 3.439218763,
 3.437880594,
 3.433269595,
 3.424596709,
 3.422732059,
 3.422680409,
 3.422507299,
 3.419274329,
 3.410721224,
 3.402057891,
 3.398875775,
 3.39768484,
 3.395957137,
 3.395746546,
 3.394844326,
 3.392733016,
 3.38490308,
 3.384523374,
 3.379260088,
 3.376475261,
 3.374644636,
 3.373973172,
 3.368310043,
 3.366531128,
 3.360814638,
 3.357310825,
 3.353591762,
 3.352354605,
 3.351727314,
 3.349354291,
 3.346997609,
 3.345721969,
 3.339439113,
 3.339151667,
 3.338887642,
 3.337951483,
 3.335980606,
 3.335267756,
 3.334012546,
 3.326476882,
 3.323824174,
 3.32041166,
 3.318335236,
 3.315954319,
 3.315736418,
 3.313415815,
 3.309597391,
 3.305996086,
 3.300612022,
 3.300367318,
 3.293576949,
 3.292595988,
 3.290500158,
 3.290059067,
 3.288659483,
 3.288019752,
 3.285234852,
 3.281645146,
 3.280200375,
 3.279439497,
 3.278412779,
 3.272858121,
 3.26688926,
 3.260776237,
 3.259704638,
 3.259214375,
 3.257546223,
 3.248926435,
 3.248323652,
 3.245483378,
 3.245015987,
 3.243846141,
 3.241619862,
 3.239735674,
 3.228719201,
 3.228232819,
 3.227180321,
 3.221429306,
 3.221315841,
 3.220362106,
 3.216520164,
 3.207656719,
 3.200805265,
 3.197715197,
 3.197172141,
 3.196998548,
 3.196913745,
 3.195585105,
 3.188796615,
 3.18250394,
 3.182122034,
 3.180912735,
 3.179910347,
 3.177236379,
 3.172875872,
 3.169676555,
 3.169571564,
 3.166060512,
 3.165034817,
 3.163814052,
 3.162870273,
 3.162841665,
 3.162058417,
 3.161912844,
 3.149651383,
 3.148962989,
 3.147184964,
 3.140433289,
 3.130193011,
 3.129275601,
 3.125727787,
 3.124507934,
 3.120846847,
 3.116460021,
 3.115783833,
 3.111580342,
 3.109866678,
 3.107666906,
 3.101679615,
 3.099454584,
 3.098198617,
 3.097376366,
 3.095209154,
 3.093512331,
 3.093185904,
 3.089203418,
 3.082746675,
 3.078442063,
 3.067597989,
 3.067567577,
 3.067526736,
 3.064422247,
 3.063567823,
 3.061553119,
 3.054583663,
 3.050996064,
 3.043103352,
 3.038464209,
 3.037702341,
 3.037459526,
 3.03270174,
 3.032541704,
 3.027894197,
 3.023313786,
 3.022032219,
 3.01455385,
 3.012909062,
 3.01154199,
 3.007184678,
 3.006500954,
 2.994386613,
 2.992292253,
 2.991665657,
 2.986394973,
 2.981274904,
 2.979819711,
 2.977808084,
 2.974930134,
 2.974150154,
 2.973781277,
 2.969301227,
 2.967422031,
 2.966813683,
 2.965021553,
 2.964818779,
 2.962189515,
 2.958844055,
 2.958279825,
 2.951965208,
 2.947136144,
 2.945430258,
 2.945038124,
 2.940464319,
 2.937454892,
 2.936126663,
 2.933979618,
 2.930427536,
 2.929124375,
 2.926029488,
 2.92485718,
 2.924248202,
 2.92054011,
 2.915441811,
 2.913118671,
 2.911594536,
 2.908685481,
 2.908464143,
 2.906950604,
 2.906841259,
 2.904474288,
 2.902633444,
 2.90184324,
 2.900495796,
 2.899493387,
 2.898618751,
 2.896184701,
 2.89257529,
 2.890988322,
 2.886305273,
 2.885008112,
 2.878528421,
 2.877858212,
 2.877772316,
 2.877279547,
 2.876808347,
 2.869754499,
 2.86849201,
 2.864788525,
 2.861321148,
 2.860064196,
 2.853857173,
 2.851109703,
 2.846153092,
 2.840586464,
 2.836410342,
 2.836015944,
 2.835080335,
 2.831130756,
 2.830145976,
 2.828525977,
 2.827414602,
 2.823607635,
 2.821355705,
 2.820002202,
 2.815437792,
 2.81220224,
 2.811963384,
 2.811402792,
 2.811154488,
 2.805566395,
 2.805377318,
 2.803581888,
 2.803046037,
 2.802656766,
 2.799466708,
 2.794780486,
 2.793366521,
 2.79304163,
 2.788162331,
 2.779415268,
 2.77883723,
 2.77837971,
 2.774018301,
 2.761886969,
 2.760168659,
 2.759248559,
 2.757664593,
 2.753450817,
 2.751245647,
 2.748680917,
 2.748388676,
 2.748001089,
 2.745091785,
 2.743389303,
 2.737890681,
 2.735283349,
 2.731954732,
 2.731361908,
 2.72780285,
 2.725172866,
 2.724363381,
 2.723303164,
 2.722652519,
 2.722276326,
 2.719741762,
 2.719498549,
 2.719408991,
 2.718214326,
 2.716441411,
 2.71201509,
 2.708458474,
 2.703326967,
 2.701543415,
 2.701152353,
 2.699948204,
 2.698583549,
 2.695386472,
 2.694234611,
 2.691709009,
 2.690848772,
 2.690500908,
 2.679756482,
 2.677239982,
 2.672399988,
 2.671833129,
 2.669587378,
 2.669178862,
 2.668091555,
 2.664854243,
 2.664778247,
 2.662597853,
 2.65340143,
 2.652248839,
 2.649227833,
 2.646617896,
 2.643155702,
 2.641914492,
 2.63801584,
 2.63527061,
 2.634843139,
 2.634502711,
 2.632479532,
 2.631145553,
 2.629590291,
 2.628943299,
 2.628084094,
 2.620122184,
 2.618360597,
 2.617169767,
 2.615636081,
 2.614930747,
 2.613156164,
 2.611602174,
 2.610402769,
 2.609806254,
 2.608159322,
 2.603663226,
 2.598281001,
 2.595100186,
 2.588240333,
 2.587241501,
 2.585887329,
 2.581097247,
 2.580106387,
 2.579795589,
 2.576502429,
 2.57081154,
 2.5682455,
 2.565953777,
 2.564420369,
 2.563364309,
 2.563156477,
 2.562357194,
 2.561897567,
 2.558620594,
 2.556476732,
 2.544198221,
 2.54037503,
 2.540187496,
 2.539693188,
 2.538794067,
 2.535229364,
 2.533836842,
 2.530731892,
 2.528986719,
 2.519307567,
 2.51751297,
 2.517395562,
 2.51062673,
 2.504391047,
 2.500142921,
 2.49995192,
 2.499530566,
 2.49425425,
 2.490844202,
 2.489752489,
 2.485811464,
 2.484082088,
 2.480453967,
 2.478195304,
 2.474872995,
 2.469475924,
 2.466568282,
 2.465033841,
 2.464500845,
 2.459828615,
 2.458885004,
 2.458790333,
 2.458295217,
 2.45772816,
 2.456960389,
 2.455676992,
 2.454276871,
 2.453953748,
 2.445570365,
 2.445101338,
 2.443834203,
 2.442924778,
 2.440663347,
 2.438632858,
 2.436556287,
 2.434350615,
 2.434069104,
 2.431766277,
 2.42792036,
 2.42730155,
 2.421439128,
 2.416475525,
 2.416392906,
 2.414044991,
 2.412830695,
 2.408150198,
 2.395995539,
 2.391128717,
 2.388574643,
 2.38766709,
 2.38651481,
 2.386102704,
 2.383606923,
 2.382753191,
 2.380870804,
 2.369969207,
 2.369063367,
 2.368458602,
 2.367990609,
 2.367983318,
 2.364627572,
 2.35643632,
 2.35550825,
 2.354824251,
 2.343659081,
 2.343209424,
 2.342647854,
 2.339251847,
 2.338139587,
 2.336595021,
 2.336223542,
 2.3360902,
 2.33079818,
 2.326888849,
 2.323631358,
 2.321736789,
 2.319700852,
 2.311914373,
 2.310869041,
 2.307951498,
 2.307283551,
 2.307248223,
 2.297510397,
 2.293324987,
 2.286017912,
 2.284021221,
 2.281867147,
 2.279070045,
 2.276344962,
 2.274974441,
 2.273954953,
 2.269431321,
 2.265654442,
 2.259649168,
 2.257834932,
 2.253168971,
 2.253157697,
 2.248451257,
 2.244187836,
 2.243543106,
 2.241717341,
 2.24069993,
 2.23961639,
 2.238016049,
 2.237036117,
 2.236745239,
 2.233737243,
 2.230737555,
 2.228419915,
 2.225919227,
 2.225503275,
 2.222777582,
 2.222635246,
 2.221964697,
 2.218883252,
 2.214963538,
 2.213822954,
 2.210937904,
 2.209677615,
 2.208467859,
 2.205319973,
 2.205086252,
 2.204657354,
 2.203388184,
 2.199862527,
 2.198381422,
 2.197096519,
 2.195070466,
 2.186906383,
 2.185174795,
 2.181945553,
 2.181282402,
 2.177272582,
 2.17721566,
 2.177172535,
 2.172252006,
 2.172005914,
 2.167679803,
 2.165108271,
 2.159284095,
 2.157265427,
 2.155899368,
 2.15447873,
 2.152122717,
 2.150553886,
 2.150493772,
 2.149218223,
 2.148642758,
 2.146325383,
 2.14239374,
 2.138256274,
 2.134888809,
 2.127086791,
 2.125656321,
 2.123787119,
 2.121547718,
 2.117953718,
 2.117333772,
 2.112628595,
 2.111857026,
 2.111563645,
 2.107795625,
 2.102598277,
 2.095151506,
 2.094946585,
 2.094130232,
 2.093753526,
 2.090059477,
 2.089312355,
 2.085042204,
 2.082456611,
 2.08109627,
 2.074938372,
 2.065812531,
 2.061394338,
 2.061030593,
 2.060433697,
 2.060204473,
 2.059822964,
 2.057105921,
 2.051968728,
 2.04872442,
 2.047640698,
 2.046643674,
 2.043897327,
 2.039635182,
 2.038787695,
 2.038095024,
 2.03779774,
 2.032245635,
 2.03191495,
 2.031314688,
 2.026294671,
 2.021755892,
 2.018066373,
 2.015424732,
 2.012204802,
 2.011524012,
 2.008123268,
 2.002929117,
 1.998823901,
 1.996135155,
 1.994518836,
 1.993103691,
 1.988827547,
 1.988525687,
 1.986946667,
 1.985159743,
 1.980784593,
 1.977026193,
 1.975122759,
 1.965033538,
 1.957943728,
 1.952781192,
 1.951212492,
 1.950982662,
 1.949733761,
 1.946795442,
 1.945163044,
 1.939099653,
 1.930170993,
 1.922715127,
 1.919999596,
 1.916631071,
 1.914701509,
 1.914157142,
 1.913561107,
 1.912689825,
 1.909636315,
 1.908631269,
 1.907099231,
 1.906894623,
 1.905915946,
 1.902196814,
 1.90148245,
 1.901274369,
 1.899256794,
 1.898857753,
 1.897107703,
 1.892388516,
 1.892338282,
 1.891621021,
 1.889825484,
 1.888145801,
 1.887406987,
 1.885789673,
 1.885401012,
 1.883874718,
 1.88322708,
 1.882565153,
 1.87794872,
 1.873393355,
 1.872822375,
 1.871020923,
 1.867198868,
 1.863012499,
 1.861510607,
 1.854727854,
 1.85405969,
 1.850873944,
 1.847202837,
 1.845492652,
 1.84132265,
 1.840613341,
 1.839664329,
 1.838566794,
 1.83744615,
 1.836682943,
 1.836585982,
 1.836215014,
 1.827371725,
 1.825611899,
 1.821493213,
 1.815665807,
 1.814385056,
 1.813378547,
 1.812993044,
 1.808466677,
 1.806409244,
 1.802469038,
 1.802111585,
 1.799027067,
 1.798286522,
 1.795797563,
 1.794770093,
 1.792327351,
 1.790186709,
 1.788823206,
 1.785907944,
 1.785405323,
 1.784643158,
 1.78389319,
 1.783474268,
 1.781915077,
 1.773352748,
 1.772811762,
 1.766928049,
 1.766907096,
 1.765300123,
 1.763698104,
 1.76364553,
 1.761526799,
 1.761020708,
 1.759722522,
 1.759704038,
 1.748219245,
 1.739650816,
 1.736345617,
 1.735151465,
 1.73202805,
 1.731608197,
 1.721732135,
 1.720940124,
 1.718941681,
 1.711551669,
 1.708702633,
 1.70668664,
 1.70192358,
 1.69891183,
 1.698588812,
 1.693557696,
 1.692930267,
 1.692670604,
 1.690473118,
 1.690244183,
 1.687021063,
 1.685914222,
 1.684010508,
 1.671818323,
 1.665144948,
 1.661604509,
 1.66117793,
 1.658833764,
 1.657278214,
 1.65575553,
 1.649973066,
 1.649822877,
 1.646789228,
 1.643756466,
 1.641641419,
 1.639904099,
 1.638522553,
 1.637568718,
 1.634458761,
 1.633791238,
 1.630051602,
 1.629438978,
 1.616578665,
 1.60807038,
 1.604692531,
 1.603284598,
 1.601191972,
 1.598492474,
 1.578446506,
 1.569206578,
 1.565622079,
 1.564924575,
 1.562526965,
 1.561756296,
 1.547414225,
 1.543329575,
 1.529019349,
 1.514104496,
 1.51198647,
 1.507779283,
 1.504412446,
 1.50144045,
 1.500798171,
 1.498394731,
 1.495358521,
 1.487066758,
 1.486726501,
 1.470033538,
 1.459415409,
 1.447470631,
 1.439654394,
 1.422752959,
 1.405026054,
 1.401975051,
 1.401900166,
 1.390744679,
 1.372449312,
 1.372188804,
 1.367692492,
 1.365937377,
 1.359159174,
 1.339105791,
 1.332286057,
 1.318987945,
 1.311310524,
 1.278473532,
 1.259864386,
 1.257862428,
 1.223014823,
 1.208538049,
 1.206788833,
 1.199752102,
 1.148272466,
 1.117797029,
 1.083581426,
 1.071546818,
 1.046482121,
 1.042148563,
 1]

 sum_p = sum(p)

 print(random.choice(a, size=2, replace=False, p=[x / sum_p for x in p]))